{"id":"W2999119672","doi":"10.1016/j.cll.2019.11.002","title":"Self-Ordering Laboratory Testing","year":2020,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Ethics in medical practice","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Harm; Medical laboratory; Medicine; Diagnostic test; Patient care; Medical emergency; Primary care physician; Family medicine; Primary care; Nursing; Emergency medicine; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007364009,0.0008434919,0.002313478,0.004714483,0.0005168341,0.002118908,0.001429715,0.00226243,0.008068335],"category_scores_gemma":[0.03414311,0.0004931213,0.001854506,0.003861004,0.001451575,0.001897746,0.001800094,0.003167734,0.0009962769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002768504,"about_ca_system_score_gemma":0.009047262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677246,"about_ca_topic_score_gemma":0.01982315,"domain_scores_codex":[0.992323,0.003802695,0.001523717,0.000638124,0.001442356,0.0002700311],"domain_scores_gemma":[0.9626556,0.02768291,0.005642235,0.0006453001,0.002695671,0.0006781804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001272732,0.000086232,0.0009657656,0.1216701,0.0005226598,0.00007850308,0.0001413014,0.00008119116,0.0001259793,0.002708311,0.04621784,0.8272749],"study_design_scores_gemma":[0.0004398835,0.0002426989,0.007644504,0.372878,0.002655543,0.001339695,0.0004082408,0.0001193809,0.0002779289,0.00254183,0.6113948,0.00005758307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008645564,0.9978696,0.00006773295,0.0008578791,0.0002957974,0.00001546535,0.00002838116,0.000003639488,0.0007750454],"genre_scores_gemma":[0.002143081,0.9937825,0.00035513,0.002867825,0.0004523404,0.00003980039,0.00007256625,0.000003204797,0.0002835172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008068335,"threshold_uncertainty_score":0.03894502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2995859713909514,"score_gpt":0.5867946084798462,"score_spread":0.2872086370888948,"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."}}