{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0187229,0.001482712,0.002809032,0.009303062,0.001568514,0.006956136,0.00277449,0.001662751,0.003929962],"category_scores_gemma":[0.02974543,0.0008601414,0.002794463,0.01055733,0.002413095,0.00411095,0.002907529,0.002206561,0.0009147936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005080464,"about_ca_system_score_gemma":0.008541451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03465405,"about_ca_topic_score_gemma":0.03265462,"domain_scores_codex":[0.9894107,0.005151952,0.001395851,0.001202833,0.0024368,0.0004017678],"domain_scores_gemma":[0.9769658,0.0118488,0.002738083,0.001703722,0.00626432,0.0004791958],"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":[0.0007243508,0.0001870096,0.1299797,0.01504402,0.001079124,0.0005804914,0.004768926,0.003029171,0.004403992,0.01896279,0.01243621,0.8088043],"study_design_scores_gemma":[0.000158341,0.002302912,0.2324207,0.03835974,0.00568642,0.005044201,0.0120924,0.01436189,0.008270971,0.03932334,0.6414999,0.0004791666],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1026404,0.7254398,0.07611433,0.03818018,0.003227201,0.00191395,0.005391357,0.0009616158,0.04613107],"genre_scores_gemma":[0.4313275,0.445986,0.0960361,0.006161115,0.003015813,0.001787544,0.005208293,0.0002180992,0.01025957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03465405,"threshold_uncertainty_score":0.09901738,"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."}}