{"id":"W2925358778","doi":"10.1155/2019/6029097","title":"Direct Genetics Referral Pathway for High-Grade Serous Ovarian Cancer Patients: The “Opt-Out” Process","year":2019,"lang":"en","type":"article","venue":"Journal of Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre","funders":"","keywords":"Medicine; Serous ovarian cancer; Referral; Cancer genetics; Serous fluid; Oncology; Ovarian cancer; Internal medicine; Cancer; Family medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314193,0.0001384888,0.0002561699,0.00004749189,0.00007685725,0.0000189776,0.0003692658,0.0002154637,0.00004704227],"category_scores_gemma":[0.0000887256,0.00009651944,0.0001178324,0.00007590232,0.00007022755,0.000006920824,0.00005374728,0.0001704133,0.00000477993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119472,"about_ca_system_score_gemma":0.0009687727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001079866,"about_ca_topic_score_gemma":0.0001508383,"domain_scores_codex":[0.9988835,0.00009751981,0.0004089791,0.0001987261,0.0001694494,0.0002418247],"domain_scores_gemma":[0.9985641,0.00005380597,0.0005021109,0.0002296069,0.0005881946,0.0000621316],"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":[0.004862105,0.002734293,0.09980893,0.0003928643,0.003062627,0.00003057035,0.006493894,0.0177137,0.5659906,0.0005969812,0.114324,0.1839895],"study_design_scores_gemma":[0.005793884,0.006471399,0.0154826,0.00003699523,0.0001917968,0.00006858928,0.0004400795,0.00007224143,0.230605,0.0007221458,0.7397568,0.0003585379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924795,0.001210696,0.0004454877,0.001592872,0.002676819,0.0004136882,0.00006346736,0.000003938816,0.001113555],"genre_scores_gemma":[0.9953105,0.0003098579,0.001441279,0.001147968,0.001071838,0.00006102304,0.0000253997,0.00003111404,0.0006010533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6254327,"threshold_uncertainty_score":0.3935949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180424057382644,"score_gpt":0.3264700447107492,"score_spread":0.3046658041369227,"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."}}