{"id":"W3116463447","doi":"10.29289/25945394202020200039","title":"Family history of breast cancer and risk of benign breast diseases: an integrative literature review","year":2020,"lang":"en","type":"article","venue":"Mastology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Family history; Medicine; Atypia; Breast disease; Cohort study; Oncology; Cancer; Prospective cohort study; Gynecology; Internal medicine; Obstetrics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006322499,0.0001498937,0.0006287096,0.0000571946,0.00001498469,0.000001468705,0.00008069111,0.00009205619,0.0002116959],"category_scores_gemma":[0.00003247902,0.0001066784,0.00009878298,0.0001638045,0.0002530338,0.0000576407,0.00004363003,0.0002288101,0.000001621872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006030516,"about_ca_system_score_gemma":0.0002287442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420783,"about_ca_topic_score_gemma":0.00002637508,"domain_scores_codex":[0.9990884,0.0001376014,0.0002687977,0.0002653724,0.0001091108,0.0001307287],"domain_scores_gemma":[0.9991397,0.00002953063,0.0001801462,0.0002247378,0.0002034923,0.0002223917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003547114,0.0008877363,0.6256555,0.01292721,0.0007666401,0.0003563053,0.008422097,0.00000334469,0.01532642,0.002491283,0.05798528,0.2716311],"study_design_scores_gemma":[0.0009596333,0.0004380394,0.9866531,0.002978019,0.0008093118,0.0007761308,0.0003361854,0.00009395681,0.00001390456,0.00002912964,0.006788715,0.0001239005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5475997,0.443582,0.00008641009,0.005723215,0.0001553357,0.0003979484,0.001648837,0.00003056175,0.0007760213],"genre_scores_gemma":[0.9637161,0.03360176,0.0001843022,0.002097255,0.0001063335,0.00002135508,0.00006413899,0.00001707872,0.0001916208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4161164,"threshold_uncertainty_score":0.435022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217675694025276,"score_gpt":0.2517017208478068,"score_spread":0.239524963907554,"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."}}