{"id":"W7095730663","doi":"","title":"Research Article Diagnostic Chest X-Rays and Breast Cancer Risk before Age 50 Years for BRCA1 and BRCA2 Mutation Carriers","year":2016,"lang":"en","type":"article","venue":"","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Cancer; Mammography; Confidence interval; Family history; BRCA mutation; Germline mutation; Mutation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881442,0.0002821341,0.000365529,0.001148095,0.0002875444,0.000626464,0.0003473119,0.0006097107,0.004283227],"category_scores_gemma":[0.005562669,0.0001907135,0.0006169751,0.0008213655,0.0003125312,0.0002958133,0.0002980687,0.0003731905,0.0002669132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056677,"about_ca_system_score_gemma":0.0004400839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02725964,"about_ca_topic_score_gemma":0.02335203,"domain_scores_codex":[0.99942,0.0001414606,0.00005335818,0.0001376454,0.0001268087,0.000120774],"domain_scores_gemma":[0.9962816,0.0010443,0.001701138,0.0001465958,0.0002290871,0.0005973488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007518134,0.000007868533,0.9986705,0.00001036766,0.00005457018,0.00007390016,0.0000257038,0.00001654486,0.00006037264,0.000007722996,0.0001252143,0.0008721014],"study_design_scores_gemma":[0.00000766909,0.00003422995,0.9989622,0.0000131357,0.00005658941,0.0005720355,0.00005145826,0.00004697323,0.00003607847,0.000015199,0.0002028318,0.000001648319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953554,0.002728658,0.00008298084,0.0002350338,0.00001782413,0.000005606078,0.0006857518,0.000006137561,0.0008827206],"genre_scores_gemma":[0.9987042,0.0004689587,0.00008388792,0.00005306819,0.00003203327,0.000002548014,0.0003975991,0.000002163761,0.0002555929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02725964,"threshold_uncertainty_score":0.05420196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488645480179303,"score_gpt":0.3120655845080959,"score_spread":0.2971791297063029,"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."}}