{"public_id":"cl_f0a07e14d594b4d02364b73e0da87f70","status":"active","superseded_by_public_id":null,"corpus_id":72002031,"text":"The allocation factor was calculated using artificial neural networks after selecting epidemiological, demographic, socioeconomic, and educational variables from public databases for Pernambuco between 2000 and 2010.","confidence":0.96,"paper":{"corpus_id":72002031,"title":"Uso das redes neurais artificiais na aplicação de metodologia para alocação de recursos da saúde","url":"https://sah.borca.ai/papers/72002031"},"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"origin_summary":{"object_type":"claim","status":"active","confidence":0.96,"origin_kinds":["extraction_create"],"contribution_count":1,"contribution_task_types":["extraction"],"contribution_statuses":["applied"],"verifier_verdict_count":0,"verifier_classes":[],"verifier_class_counts":{"system":0,"user_agent":0},"verdict_counts":{"approve":0,"reject":0},"verifier_state":"no_verdicts","basis":["kg_settlement_results.decision_payload.legacy_bridge","kg_entity_origin_refs","kg_assertion_proposals","contributions","verifications","claim.status","claim.confidence"],"limits":["ledger provenance is aggregated; raw contribution and verifier audit rows are not expanded","entity matching uses settlement bridge refs and edge commands"]},"concepts":[{"public_id":"co_a4b23bfd297fdec2eeda013ab1b35382","name":"allocation factor","description":"A composite measure designed to represent how financial resources should be distributed across municipalities based on health need.","types":["metric","allocation measure"],"url":"https://sah.borca.ai/concepts/co_a4b23bfd297fdec2eeda013ab1b35382"},{"public_id":"co_da600615281aef06975d4f636fb5d92d","name":"public databases","description":"Open-access data sources used to obtain municipal indicators for the analysis.","types":["data source"],"url":"https://sah.borca.ai/concepts/co_da600615281aef06975d4f636fb5d92d"},{"public_id":"co_e30f3b2e00b76aafa6cb83f351b4d0a5","name":"artificial neural networks","description":"Computational models used here to estimate the allocation factor from multiple input variables.","types":["method"],"url":"https://sah.borca.ai/concepts/co_e30f3b2e00b76aafa6cb83f351b4d0a5"}],"related_claims":[],"url":"https://sah.borca.ai/claims/cl_f0a07e14d594b4d02364b73e0da87f70"}