{"id":"W2065735687","doi":"10.1080/01421590500314207","title":"EBM user and practitioner models for graduate medical education: what do residents prefer?","year":2006,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Medical education; Critical appraisal; Session (web analytics); Graduate medical education; Medicine; Psychology; Family medicine; Alternative medicine; Pedagogy; Computer science","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":[0.00643957,0.0001431999,0.0003014656,0.0006098389,0.0006900744,0.001459846,0.0002971777,0.001145584,0.003012744],"category_scores_gemma":[0.02242443,0.0001910555,0.0003351523,0.000520487,0.00065316,0.001604919,0.0006129579,0.000787559,0.0006698316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009384978,"about_ca_system_score_gemma":0.001373029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852848,"about_ca_topic_score_gemma":0.006922718,"domain_scores_codex":[0.9977119,0.00115526,0.0001401139,0.00009066422,0.0006854528,0.0002166537],"domain_scores_gemma":[0.992508,0.003031623,0.001481979,0.0001228197,0.0009213809,0.00193419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006276043,0.0008573292,0.7008461,0.0006195112,0.00009234173,0.0006913458,0.02353906,0.0002843493,0.001609998,0.001245541,0.008363199,0.2612236],"study_design_scores_gemma":[0.0001901337,0.004008224,0.7575753,0.001336386,0.0001420082,0.006939151,0.1955604,0.003301548,0.0009000753,0.002804801,0.02706345,0.000178533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850106,0.00141556,0.0007820295,0.009688048,0.00008705926,0.000040633,0.00005162668,0.0000134239,0.002910977],"genre_scores_gemma":[0.993154,0.001657175,0.001979876,0.002280712,0.00007127529,0.00006174012,0.00005935677,0.00000740549,0.0007284316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643957,"threshold_uncertainty_score":0.03405607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.211923468707894,"score_gpt":0.5221054169993511,"score_spread":0.3101819482914571,"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."}}