{"id":"W4311015584","doi":"10.3390/curroncol29120735","title":"Referral, Genetic Counselling, and BRCA Testing in the Manitoba High-Grade Serous Ovarian Cancer Population, 2004–2019","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Referral; Genetic testing; Genetic counseling; Cancer registry; Population; Ovarian cancer; Family history; Family medicine; Cohort; Cancer; Serous fluid; Gynecology; Internal medicine; Genetics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006695996,0.0002014316,0.0001757248,0.001321948,0.0008879598,0.0007883928,0.001022203,0.0003845061,0.001713652],"category_scores_gemma":[0.002675938,0.0003460183,0.0003509043,0.00316467,0.000475077,0.0004184654,0.0009394098,0.0006545981,0.0002522808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005988073,"about_ca_system_score_gemma":0.00798117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7920268,"about_ca_topic_score_gemma":0.859075,"domain_scores_codex":[0.9994766,0.00008179535,0.0000452159,0.00008892138,0.0001488741,0.0001585556],"domain_scores_gemma":[0.9984239,0.0001343896,0.0006740919,0.00006023077,0.0003450638,0.0003623026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001785363,0.00002198815,0.9976228,0.00001644159,0.00001850509,0.00008537294,0.0002632921,0.00004896406,0.00009711013,0.00001696464,0.0006206336,0.001170033],"study_design_scores_gemma":[0.000003717196,0.00001821473,0.9986046,0.00002050887,0.00001137319,0.0001257067,0.0006609569,0.00008338068,0.00002828497,0.000009152744,0.0004318878,0.00000225486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934689,0.0006551355,0.0000720589,0.0007962243,0.00001769483,0.00004934112,0.0038504,0.00001304237,0.001077228],"genre_scores_gemma":[0.9960218,0.0007716171,0.0001578687,0.0003056832,0.00001940368,0.00004495848,0.002054354,0.000005509381,0.0006187917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7920268,"threshold_uncertainty_score":0.4183961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315854418595648,"score_gpt":0.382193798880452,"score_spread":0.2506083570208871,"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."}}