{"id":"W3153099813","doi":"10.1002/jgc4.1416","title":"Universal access to genetic counseling for women with epithelial ovarian cancer in Nova Scotia: Evaluating a new collaborative care model","year":2021,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"AstraZeneca Canada","keywords":"Referral; Genetic counseling; Medicine; Genetic testing; Family medicine; Cohort; Nova scotia; Gynecology; Oncology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00728135,0.0003941831,0.0004436357,0.0006426506,0.001564614,0.001830753,0.001972212,0.000683071,0.001992295],"category_scores_gemma":[0.0207872,0.0003761836,0.0006310744,0.000894449,0.001014506,0.0007546286,0.003156151,0.0008155226,0.0001295278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03787473,"about_ca_system_score_gemma":0.05366959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8162546,"about_ca_topic_score_gemma":0.8656188,"domain_scores_codex":[0.993793,0.002901595,0.0003803114,0.0004574081,0.001057333,0.001410391],"domain_scores_gemma":[0.9790288,0.004957127,0.004225549,0.0008793881,0.002896983,0.00801214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002912808,0.003005595,0.9019448,0.0008233649,0.0002531755,0.0007361131,0.003802094,0.004819475,0.0007264642,0.0007685547,0.003152983,0.07705453],"study_design_scores_gemma":[0.0009440979,0.006778215,0.9747542,0.0006971408,0.0002889194,0.0002859183,0.005497802,0.007489592,0.0002895158,0.0001564507,0.002754768,0.00006344685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945611,0.0006489602,0.000234205,0.001787924,0.00004233011,0.0006472469,0.0003536282,0.00001712844,0.001707454],"genre_scores_gemma":[0.9961113,0.0006645311,0.00158691,0.0005133733,0.0000239437,0.0004450916,0.0003013896,0.000003614554,0.0003498746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837454,"threshold_uncertainty_score":0.369655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148774266130837,"score_gpt":0.3328832233581003,"score_spread":0.3113954806967919,"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."}}