{"id":"W2944860277","doi":"10.1017/cem.2019.350","title":"A five-step program for diagnostic test addiction","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Dalhousie University","funders":"","keywords":"Medicine; Content (measure theory); Test (biology); Addiction; Action (physics); Medical physics; Medical education; World Wide Web; Computer science; Psychiatry","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":[0.009525315,0.001121426,0.002343379,0.003107145,0.0005967916,0.001673776,0.002107345,0.001735158,0.007630914],"category_scores_gemma":[0.01911027,0.0004949805,0.003386392,0.001371368,0.0005996513,0.001767837,0.002146498,0.003018835,0.001534177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502416,"about_ca_system_score_gemma":0.009153538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00915054,"about_ca_topic_score_gemma":0.02229538,"domain_scores_codex":[0.9971102,0.001111829,0.0005165916,0.0002792967,0.000858656,0.0001233968],"domain_scores_gemma":[0.9905416,0.006404581,0.0007712531,0.0002618709,0.001662864,0.0003577553],"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":[0.0001242943,0.0003327114,0.002275196,0.01104242,0.0005505162,0.00005251354,0.00004955069,0.000311605,0.00008181698,0.002404173,0.01590686,0.9668683],"study_design_scores_gemma":[0.003817328,0.002972534,0.07713506,0.2542859,0.01946736,0.003913459,0.0009166556,0.008558869,0.002884683,0.03742315,0.5882516,0.0003733081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007604645,0.9156312,0.03218033,0.02085538,0.002101598,0.004727274,0.001858806,0.0007178373,0.01432302],"genre_scores_gemma":[0.07599218,0.7487726,0.141764,0.01940072,0.001048529,0.003724676,0.002553252,0.00007578864,0.006668249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009525315,"threshold_uncertainty_score":0.05037528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5901921204697175,"score_gpt":0.5161521204868244,"score_spread":0.07403999998289312,"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."}}