{"id":"W3135980692","doi":"10.15173/m.v1i30.1884","title":"Hereditary Breast and Ovarian Cancer","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Breast cancer; Ovarian cancer; Oncology; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009098357,0.00006537571,0.00004375935,0.00001091531,0.0001051933,0.00001253458,0.0001289632,0.00004214521,0.0002219501],"category_scores_gemma":[0.0000147679,0.00004608779,0.00001414625,0.0000511907,0.000220557,0.000001437817,0.00006424867,0.00003913001,0.00002336416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000196611,"about_ca_system_score_gemma":0.0002173784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439742,"about_ca_topic_score_gemma":0.0001836342,"domain_scores_codex":[0.999588,0.00002540024,0.0000601447,0.0001562624,0.00005254889,0.0001176871],"domain_scores_gemma":[0.9996188,0.000005834277,0.00002254878,0.0002578282,0.00005013021,0.00004487439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908315,0.00009485843,0.01319712,0.00002797887,0.0003237209,0.000002221431,0.002808921,0.000005603537,0.4992117,0.0006094368,0.4037518,0.07977585],"study_design_scores_gemma":[0.0007535864,0.0002312791,0.102213,0.00002631471,0.00009321483,0.0004294816,0.001349649,0.00004324031,0.2458073,0.0008915585,0.6477489,0.000412397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891506,0.001979153,0.00006697232,0.006002818,0.0009758556,0.00008844621,0.0000339606,0.00000732313,0.001694853],"genre_scores_gemma":[0.9943866,0.00007748857,0.0003678348,0.001110088,0.002689179,0.00004554289,0.000009448308,0.00001361011,0.001300201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2534043,"threshold_uncertainty_score":0.2430198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014637723920468,"score_gpt":0.2826500849257619,"score_spread":0.2725037076865572,"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."}}