{"id":"W3033435317","doi":"10.31487/j.aco.2020.02.01","title":"BRCA Tumor Analysis as Molecular Screening for Germline Testing","year":2020,"lang":"en","type":"article","venue":"Annals of Clinical Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Universidad de Valladolid","keywords":"Germline; Germline mutation; Somatic cell; Adenocarcinoma; Medicine; Prostate cancer; Oncology; Ovarian cancer; Prostate; Mutation; Serous fluid; Cancer research; BRCA mutation; Internal medicine; Cancer; Biology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001869413,0.0004140488,0.0002914806,0.003406858,0.0002171637,0.0007375199,0.0006362682,0.0004701429,0.001584445],"category_scores_gemma":[0.004930018,0.0001074145,0.0001946425,0.0009935129,0.0005488728,0.0004747466,0.0003911482,0.0004069872,0.000502747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943421,"about_ca_system_score_gemma":0.000584088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164023,"about_ca_topic_score_gemma":0.001540226,"domain_scores_codex":[0.999009,0.0004446529,0.00007154261,0.0001175809,0.000261039,0.00009613047],"domain_scores_gemma":[0.9969675,0.001472721,0.0007678276,0.0001056405,0.000417563,0.0002687574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005622014,0.00008810318,0.8569677,0.0003792982,0.00008739364,0.006747373,0.0001866972,0.001029213,0.005229244,0.002189511,0.005769163,0.120764],"study_design_scores_gemma":[0.0000949203,0.001003922,0.6573603,0.001338203,0.0005290731,0.2321409,0.0007366197,0.02434968,0.02059632,0.004618391,0.05714585,0.00008591182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674152,0.06256374,0.02100603,0.003137734,0.0006971272,0.0002373753,0.00133252,0.0006307065,0.04297959],"genre_scores_gemma":[0.9860276,0.004859091,0.007205536,0.0004052358,0.0001366939,0.00003908539,0.0002745448,0.00002429679,0.001027877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406858,"threshold_uncertainty_score":0.009886503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5168380050004334,"score_gpt":0.5667588203901553,"score_spread":0.04992081538972193,"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."}}