{"id":"W2419241696","doi":"10.1136/jmedgenet-2015-103578.4","title":"MG-103 Determining genetics referral eligibility for hereditary breast/ovarian cancer risk assessment: An electronic solution","year":2015,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Referral; Medicine; Family history; Breast cancer; Genetic testing; Family medicine; Ovarian cancer; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001575764,0.0003105803,0.000345814,0.00004305772,0.000184814,0.00006183623,0.0004959343,0.000555477,0.00001970906],"category_scores_gemma":[0.000331028,0.000329483,0.0002002048,0.0001367652,0.0002613396,0.00001219064,0.0002156789,0.0004008446,0.000008687237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791126,"about_ca_system_score_gemma":0.002254859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005037588,"about_ca_topic_score_gemma":0.0008857814,"domain_scores_codex":[0.9967749,0.0003988876,0.0008667482,0.0009876108,0.0002833837,0.0006884955],"domain_scores_gemma":[0.9974955,0.00008465504,0.0003486534,0.00105067,0.0006108466,0.0004096518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001405767,0.001337906,0.4622574,0.00009858871,0.0009365357,0.000008260869,0.0002815699,0.01444895,0.03536399,0.0001317609,0.03100261,0.4527267],"study_design_scores_gemma":[0.01513583,0.01274122,0.4367436,0.00007002118,0.001430231,0.0001752318,0.0005557786,0.1707869,0.01797946,0.01643615,0.3250594,0.002886117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559126,0.00317026,0.03733766,0.0004591921,0.001763582,0.0006325254,0.000474735,0.00004435245,0.0002050817],"genre_scores_gemma":[0.959392,0.001425906,0.03463908,0.0005527241,0.002998619,0.0001880959,0.0005457814,0.00008215756,0.0001756158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4498405,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08056578203061195,"score_gpt":0.442930002546704,"score_spread":0.3623642205160921,"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."}}