{"id":"W2108702229","doi":"","title":"Recognizing BRCA gene mutation risk subsequent to breast cancer diagnosis in southwestern Ontario.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Breast cancer; Genetic counseling; BRCA mutation; Cancer; Genetic testing; Family history; Referral; Population; Medical diagnosis; Gynecology; Oncology; Family medicine; Internal medicine; Pathology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001891582,0.0001621234,0.000177311,0.0004085166,0.001550152,0.0004356773,0.0005019821,0.0002931489,0.001538576],"category_scores_gemma":[0.001092706,0.0002356862,0.0001928116,0.0009505579,0.0004606564,0.0002270048,0.0004493476,0.0002324081,0.0001545448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008744809,"about_ca_system_score_gemma":0.01094104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9257825,"about_ca_topic_score_gemma":0.9663706,"domain_scores_codex":[0.9996032,0.00002214486,0.0000278383,0.00006225344,0.0001427618,0.0001417979],"domain_scores_gemma":[0.9988911,0.00007191174,0.0005454302,0.00002928581,0.0002654195,0.0001970039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002593388,0.00001018645,0.9955575,0.00003013937,0.000007395161,0.0005985107,0.0007477971,0.00003769865,0.000352016,0.00001794443,0.0004919728,0.002123033],"study_design_scores_gemma":[0.000002524115,0.00001398083,0.9982179,0.00001236472,0.000005417584,0.0003161206,0.000710501,0.00004720195,0.00003761589,0.000005661034,0.0006286309,0.000001959998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967217,0.0003497786,0.00004435364,0.0001793704,0.000006433308,0.00002994451,0.0008938696,0.000004876475,0.001769748],"genre_scores_gemma":[0.9984396,0.0002765822,0.00008469557,0.00007548621,0.000004476013,0.00001723576,0.0005186254,0.000001637586,0.0005815346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0742175,"threshold_uncertainty_score":0.1493091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341502898441518,"score_gpt":0.2512805253896651,"score_spread":0.2278654964052499,"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."}}