{"id":"W4395101245","doi":"10.29327/223013.11.1-5","title":"CÂNCER DE MAMA: UMA REVISÃO SISTEMÁTICA INTEGRATIVA SOBRE O DIAGNÓSTICO E O PROGNÓSTICO","year":2023,"lang":"pt","type":"article","venue":"Revista Sistemática","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002110102,0.001411853,0.002719558,0.0006035445,0.0007639691,0.0007288295,0.0009258851,0.0009941432,0.001986569],"category_scores_gemma":[0.005642846,0.001283145,0.001280004,0.003308086,0.0006618788,0.0002946497,0.0004332235,0.001647345,0.005609613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135643,"about_ca_system_score_gemma":0.002028527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245576,"about_ca_topic_score_gemma":0.00004658824,"domain_scores_codex":[0.9904733,0.0008992166,0.002236695,0.00184925,0.001600587,0.002940966],"domain_scores_gemma":[0.993784,0.00125009,0.0008704747,0.001970081,0.0006582327,0.001467104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002138898,0.003566063,0.05379926,0.03414034,0.004246863,0.003786496,0.007823204,0.00009951975,0.002188102,0.04395445,0.7360417,0.1082151],"study_design_scores_gemma":[0.01691819,0.005100836,0.03887423,0.04895439,0.01176761,0.0003304284,0.02663753,0.01963045,0.0003966846,0.001170813,0.8245342,0.005684639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2479198,0.2698139,0.004801297,0.1023381,0.01018191,0.0264112,0.003238731,0.008922239,0.3263727],"genre_scores_gemma":[0.913702,0.01987204,0.0002692879,0.002490211,0.001444096,0.0005829503,0.000459115,0.0004415538,0.06073875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6657822,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548633954906792,"score_gpt":0.3002891586163555,"score_spread":0.2748028190672876,"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."}}