{"id":"W2005967623","doi":"10.1097/00001888-200207000-00019","title":"Standard Setting","year":2002,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Objective structured clinical examination; Scale (ratio); Medicine; Test (biology); Medical education; Medical physics; Psychology; Cartography; Geography","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":[0.02344298,0.001000183,0.001131138,0.003356527,0.00199258,0.003222866,0.004450809,0.002361965,0.08150882],"category_scores_gemma":[0.08025988,0.0004849988,0.001037194,0.002561448,0.001660808,0.002243641,0.006698395,0.00201844,0.02048783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003617032,"about_ca_system_score_gemma":0.01004372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144055,"about_ca_topic_score_gemma":0.002060866,"domain_scores_codex":[0.9681711,0.01215708,0.004795283,0.004035694,0.008943116,0.00189771],"domain_scores_gemma":[0.9637042,0.006718653,0.004081211,0.005716468,0.01610518,0.003674246],"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":[0.005085292,0.002232198,0.08959178,0.004988705,0.000248665,0.003047347,0.002505122,0.001188977,0.002325133,0.03960015,0.1735869,0.6755998],"study_design_scores_gemma":[0.004713981,0.008956047,0.1265445,0.01259975,0.0004423342,0.016211,0.007152392,0.004084142,0.008062403,0.04226571,0.7685137,0.0004540732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.267085,0.01190327,0.122361,0.01795807,0.01171802,0.06365616,0.01720665,0.004396556,0.4837154],"genre_scores_gemma":[0.6612635,0.004248086,0.1390844,0.0207713,0.001648926,0.04853898,0.02145991,0.001094467,0.1018905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08150882,"threshold_uncertainty_score":0.2726741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761335020782679,"score_gpt":0.366744918247025,"score_spread":0.3291315680391982,"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."}}