{"id":"W2161513030","doi":"10.1111/j.1365-2753.2011.01765.x","title":"How doctors practice evidence‐based medicine","year":2011,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health Research Institutes; National Science Council","keywords":"Medical prescription; Medicine; Rosiglitazone; Odds ratio; Family medicine; Odds; Quarter (Canadian coin); Logistic regression; Evidence-based medicine; MEDLINE; Alternative medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03834745,0.0003398056,0.0007305956,0.004918268,0.001124204,0.007363124,0.001656636,0.005796767,0.004086927],"category_scores_gemma":[0.221086,0.0006891132,0.0007723914,0.003804042,0.007498974,0.006271483,0.003638797,0.0047434,0.001384085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905106,"about_ca_system_score_gemma":0.01032582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685033,"about_ca_topic_score_gemma":0.004090915,"domain_scores_codex":[0.9392835,0.03983931,0.006834771,0.002761931,0.009847079,0.001433334],"domain_scores_gemma":[0.6833922,0.2327909,0.04087568,0.009215514,0.02117409,0.01255158],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002525061,0.0007315503,0.2070294,0.01658623,0.001335187,0.00124457,0.016524,0.001803156,0.0009878144,0.04206464,0.1237768,0.5876643],"study_design_scores_gemma":[0.000702863,0.0009539315,0.1949334,0.08203512,0.0008058341,0.00475793,0.02326787,0.002403229,0.00101346,0.1742409,0.51449,0.0003955171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.040254,0.1072151,0.01115309,0.8065088,0.00335032,0.0004589713,0.0004705501,0.0001084784,0.03048075],"genre_scores_gemma":[0.6439008,0.1371741,0.03362698,0.1754488,0.005986566,0.0006247754,0.0004475485,0.00006585891,0.002724583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9616525,"threshold_uncertainty_score":0.2028031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9670772776683113,"score_gpt":0.7320042780196826,"score_spread":0.2350729996486287,"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."}}