{"id":"W4405066070","doi":"10.1200/acon.15.00166","title":"BRCA1/2 Mutations in Patients with Pancreatic Cancer: Do Certain Characteristics Predict Carriers?","year":2024,"lang":"en","type":"dataset","venue":"","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Pancreatic cancer; Cancer; Cancer research; Internal medicine; Genetics; Oncology; Biology; Medicine","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":[0.0007606913,0.0003153557,0.0008771586,0.0009314096,0.0003980981,0.0007367774,0.00097482,0.000620085,0.003547247],"category_scores_gemma":[0.00334352,0.0002833026,0.0005918942,0.0018522,0.0001877092,0.0005374039,0.0007562559,0.0006476935,0.001055512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275465,"about_ca_system_score_gemma":0.0004702928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007150446,"about_ca_topic_score_gemma":0.01145339,"domain_scores_codex":[0.9993821,0.000109065,0.00009445171,0.0002557483,0.00007626673,0.00008226636],"domain_scores_gemma":[0.9987276,0.0003924526,0.0003975838,0.0001986248,0.0001469341,0.0001368443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007865973,0.00005941246,0.9766275,0.0002177315,0.0003552256,0.0002521393,0.00006791602,0.0002647649,0.0004190357,0.0001633009,0.01568231,0.005104068],"study_design_scores_gemma":[0.0001866487,0.00008029597,0.9832143,0.0001260095,0.0003051177,0.001331254,0.0001714736,0.0008302652,0.0002142558,0.0003662271,0.01315557,0.00001858353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7272955,0.002739111,0.0005751276,0.0005922808,0.00005199233,0.00004680343,0.2664761,0.00005657234,0.002166476],"genre_scores_gemma":[0.7258725,0.0009700141,0.0007941128,0.0004500108,0.00005492146,0.0001444861,0.2707179,0.00003995701,0.0009561218],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.007150446,"threshold_uncertainty_score":0.01421762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004040539759896475,"score_gpt":0.2273322434235578,"score_spread":0.2232917036636614,"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."}}