{"id":"W2003897274","doi":"10.1186/1471-2350-9-116","title":"Selecting a BRCA risk assessment model for use in a familial cancer clinic","year":2008,"lang":"en","type":"article","venue":"BMC Medical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Ibis; Proband; Genetic testing; BRCA mutation; Mutation; Cancer; Oncology; Genetics; Internal medicine; Breast cancer; Biology; Gene","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":[0.005571996,0.0007302925,0.0007399744,0.001057693,0.000364947,0.0009627265,0.0007158837,0.0005535331,0.001575026],"category_scores_gemma":[0.01536749,0.0003351906,0.0007190881,0.0004855315,0.0001869609,0.0003858612,0.0005942485,0.0006708548,0.0003239858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071447,"about_ca_system_score_gemma":0.001155005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165539,"about_ca_topic_score_gemma":0.008846305,"domain_scores_codex":[0.9987081,0.00075925,0.00005523242,0.0002462285,0.0001398655,0.00009123916],"domain_scores_gemma":[0.9917858,0.006773967,0.0005709637,0.0001976223,0.0004697733,0.0002018921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002441602,0.0004889866,0.5862146,0.0001207226,0.000639015,0.0008664692,0.0005196607,0.3214069,0.00144898,0.001262832,0.004136427,0.08045387],"study_design_scores_gemma":[0.0001485642,0.0004318435,0.03850872,0.00004477298,0.0002167192,0.0004880556,0.0001359404,0.9565217,0.0006680453,0.001989478,0.0008158955,0.00003015742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280602,0.0002453009,0.06875701,0.0005526328,0.00001426615,0.000207714,0.0003726824,0.0004262823,0.001363837],"genre_scores_gemma":[0.9736832,0.00006136809,0.02533136,0.0000700716,0.000009276274,0.0001032346,0.0003613301,0.00002115661,0.0003589991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165539,"threshold_uncertainty_score":0.02946788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389192723062177,"score_gpt":0.3789553276209157,"score_spread":0.3050634003902939,"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."}}