{"id":"W2888667849","doi":"10.3747/co.25.3965","title":"Adherence to Guidelines in Requesting Oncotype DX in a Publicly Funded Health Care System","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"European Society for Medical Oncology","keywords":"Medicine; Concordance; Confidence interval; Internal medicine; Breast cancer; Family medicine; Health care; Cancer; Gynecology","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":[0.01194386,0.0001288361,0.0003268104,0.001160421,0.001388951,0.001637378,0.00112897,0.0007351993,0.001251437],"category_scores_gemma":[0.06437499,0.0002502054,0.0003409215,0.003094656,0.001089417,0.0005639062,0.001329497,0.0006888775,0.00008282144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560142,"about_ca_system_score_gemma":0.021205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6097313,"about_ca_topic_score_gemma":0.6196043,"domain_scores_codex":[0.9795638,0.009693853,0.002422981,0.00110815,0.004379207,0.002832119],"domain_scores_gemma":[0.922262,0.01983231,0.0403462,0.002239466,0.009727528,0.005592515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003085555,0.00002653292,0.9948961,0.0000232516,0.00002124862,0.00005965343,0.00031439,0.0001780238,0.00002178112,0.00008341327,0.0006767876,0.003667915],"study_design_scores_gemma":[0.000008916198,0.00004980806,0.9968928,0.00009938502,0.00001228618,0.00009684003,0.000958073,0.001112504,0.00004912718,0.00005330615,0.0006580646,0.000008904607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913968,0.0006568333,0.0004671017,0.003357642,0.0000232552,0.0001562575,0.0009320671,0.00001785063,0.002992196],"genre_scores_gemma":[0.9990391,0.0001000105,0.000275646,0.0002651972,0.000007503074,0.00002244715,0.0002172854,0.000002515764,0.00007034306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6097313,"threshold_uncertainty_score":0.7851342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.170174891812531,"score_gpt":0.4876656443776725,"score_spread":0.3174907525651414,"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."}}