{"id":"W4405708467","doi":"10.51161/iii-conasau/47504","title":"REVISÃO SISTEMÁTICA SOBRE O IMPACTO DA IMPLEMENTAÇÃO DA INTELIGÊNCIA ARTIFICIAL GENERATIVA NO SISTEMA ÚNICO DE SAÚDE","year":2024,"lang":"pt","type":"article","venue":"","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Computer science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03974613,0.0007805192,0.0007788768,0.00404812,0.001965106,0.0083593,0.002151998,0.001563209,0.01087654],"category_scores_gemma":[0.0827771,0.0005633887,0.001461327,0.003817851,0.003595039,0.005101297,0.003487958,0.001902913,0.001342715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008155501,"about_ca_system_score_gemma":0.01896624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936523,"about_ca_topic_score_gemma":0.02057206,"domain_scores_codex":[0.9696864,0.02037835,0.002154544,0.001697843,0.005237429,0.0008453867],"domain_scores_gemma":[0.8995572,0.07178116,0.007310446,0.006241969,0.01404235,0.001066841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000431153,0.0005495395,0.06899142,0.01032602,0.0005323876,0.0002749396,0.02766612,0.009801862,0.004322999,0.2601436,0.00940413,0.6075558],"study_design_scores_gemma":[0.000390104,0.002565093,0.1700663,0.03907231,0.003140852,0.000871254,0.04702004,0.05470113,0.01595215,0.2206149,0.4452342,0.00037174],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.313709,0.048982,0.2176125,0.08838023,0.001241959,0.002486011,0.002195033,0.002724392,0.3226689],"genre_scores_gemma":[0.9164311,0.008452198,0.06706259,0.001316379,0.0001457512,0.0008159496,0.0003931585,0.0001213893,0.005261602],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03974613,"threshold_uncertainty_score":0.2102001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210095093097372,"score_gpt":0.4297229560346053,"score_spread":0.3087134467248681,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}