{"id":"W2163760305","doi":"10.1177/096914130301100108","title":"Breast Screening Outcomes in Women with and without a Family History of Breast and/or Ovarian Cancer","year":2004,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital; Cancer Care Ontario","funders":"Cancer Care Ontario","keywords":"Medicine; Family history; Breast cancer; Odds ratio; Gynecology; Ovarian cancer; Mammography; Obstetrics; Breast cancer screening; Confidence interval; Internal medicine; Population; Cancer; Logistic regression; Cohort; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006162846,0.0001196331,0.0002897834,0.00009782588,0.00002429729,0.000009298959,0.0001543116,0.0001333713,0.0000359731],"category_scores_gemma":[0.00006921462,0.00008262965,0.00002959085,0.00007992607,0.0002108042,0.0000137682,0.00007794725,0.0002441601,5.757284e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778956,"about_ca_system_score_gemma":0.0008592454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004187558,"about_ca_topic_score_gemma":0.0002925031,"domain_scores_codex":[0.9987705,0.00004364382,0.0003586896,0.0001570558,0.0004752608,0.0001948438],"domain_scores_gemma":[0.9993159,0.00001925837,0.0002540991,0.00009487316,0.00009700031,0.000218845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006676922,0.000231091,0.4875944,0.0001269822,0.0008325905,0.0001676405,0.002913912,0.001475635,0.02479069,0.00004915788,0.0005722773,0.4745687],"study_design_scores_gemma":[0.01098526,0.0009254992,0.9744642,0.001312425,0.00007741348,0.004594135,0.002224412,0.0001863319,0.0004367831,0.00004061651,0.004434821,0.0003181513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802321,0.002581718,0.01478417,0.002192207,0.00007909691,0.00006103769,0.00001075727,0.000002465717,0.00005650279],"genre_scores_gemma":[0.9869471,0.0004083795,0.01188562,0.0004917493,0.0001727964,0.00000697912,0.000001072189,0.0000167242,0.00006964175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868698,"threshold_uncertainty_score":0.3369539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634334585207139,"score_gpt":0.2818274475483647,"score_spread":0.2654841016962933,"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."}}