{"id":"W1563776973","doi":"10.1111/cge.12435","title":"An assessment of Canadian systems for triaging referred out genetic testing","year":2014,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Genetic testing; Jurisdiction; Public health; Genetic counseling; Process (computing); Medicine; Business; Political science; Genetics; Biology; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03262138,0.0005969165,0.0005909174,0.009876106,0.01357163,0.00723049,0.005540062,0.001339412,0.005191464],"category_scores_gemma":[0.08953865,0.0007770731,0.001441543,0.0194158,0.00298409,0.00155131,0.005518737,0.001483275,0.0004349743],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2311357,"about_ca_system_score_gemma":0.3389486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944929,"about_ca_topic_score_gemma":0.9962681,"domain_scores_codex":[0.953182,0.007105035,0.003727304,0.001894172,0.02783952,0.00625184],"domain_scores_gemma":[0.8414341,0.01571788,0.009918382,0.003399376,0.1174011,0.01212931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004644854,0.0001349221,0.7304209,0.001639525,0.0002589028,0.0006122152,0.02592839,0.003903339,0.0007368221,0.01939058,0.0325214,0.1839885],"study_design_scores_gemma":[0.00007401178,0.0001864777,0.8974015,0.001057409,0.0002135642,0.0003328595,0.03506383,0.005050726,0.0004239034,0.001405197,0.0586011,0.0001894786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7241675,0.01108732,0.007598048,0.06673629,0.0005603374,0.002946912,0.01609262,0.0005166448,0.1702943],"genre_scores_gemma":[0.9770823,0.004048462,0.008993606,0.001469494,0.00004033213,0.0003564854,0.002942987,0.00007267098,0.004993756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688643,"threshold_uncertainty_score":0.8917736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139363174211427,"score_gpt":0.4516391639069867,"score_spread":0.3122759896955598,"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."}}