{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003897194,0.0002407019,0.0003507126,0.0001667769,0.00009907594,0.0001397049,0.0003585914,0.0001392152,0.00004935612],"category_scores_gemma":[0.0001574037,0.0002410133,0.00007334326,0.0005489491,0.00003934609,0.00002005401,0.00006762177,0.0001835518,0.000001035984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005849131,"about_ca_system_score_gemma":0.008554079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487237,"about_ca_topic_score_gemma":0.00414028,"domain_scores_codex":[0.9980062,0.00008796669,0.0006071996,0.0004321667,0.0004448575,0.0004216721],"domain_scores_gemma":[0.996694,0.00004916034,0.0003699076,0.0002708182,0.002409683,0.0002064846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00088243,0.00002741518,0.001265491,0.00005325265,0.0001629824,0.0000261502,0.008877719,0.8056217,0.1639667,0.000001459643,0.0003818535,0.01873279],"study_design_scores_gemma":[0.04830603,0.0109735,0.02041319,0.003955462,0.001744164,0.001130842,0.1162756,0.287529,0.4738287,0.002115251,0.02870457,0.005023676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323766,0.007035689,0.159243,0.0004389696,0.0003953581,0.0003926312,0.00007877032,0.000003513523,0.00003548806],"genre_scores_gemma":[0.8733693,0.0008908647,0.1241881,0.0005090944,0.0008045209,0.00003018442,0.000008093532,0.00006052067,0.0001393206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180928,"threshold_uncertainty_score":0.9970665,"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."}}