{"id":"W2068564096","doi":"10.1080/17453670610013358","title":"Misconceptions about practicing evidence-based orthopedic surgery","year":2007,"lang":"en","type":"article","venue":"Acta Orthopaedica","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Orthopedic surgery; Medicine; Surgery; Evidence-based medicine; MEDLINE; Orthopedic Procedures; General surgery; Alternative medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06540649,0.0004535247,0.000557326,0.003410386,0.004520657,0.004732419,0.002193757,0.007838838,0.005396033],"category_scores_gemma":[0.2334918,0.0009043085,0.0009607624,0.002787045,0.01414138,0.01143644,0.003632671,0.01687312,0.00259783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006388075,"about_ca_system_score_gemma":0.00617603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105977,"about_ca_topic_score_gemma":0.01545706,"domain_scores_codex":[0.9417464,0.02449281,0.007050402,0.002801278,0.02241428,0.001494851],"domain_scores_gemma":[0.6485218,0.2549064,0.03360699,0.006863649,0.04325086,0.01285037],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003183505,0.0002778538,0.04256827,0.003405356,0.0002275678,0.001596302,0.0543918,0.0006881333,0.001316531,0.04492667,0.5198938,0.3303894],"study_design_scores_gemma":[0.0001573193,0.0004202913,0.0403764,0.02226088,0.0002193788,0.01054327,0.06635193,0.00113048,0.001469163,0.08342167,0.7732184,0.0004307153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01557584,0.02403858,0.002609417,0.9365656,0.008166673,0.00002892087,0.0001442255,0.00007474003,0.01279615],"genre_scores_gemma":[0.2118792,0.04749223,0.00516024,0.7243041,0.008479293,0.00007794739,0.0001923242,0.0001376817,0.002276979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9345935,"threshold_uncertainty_score":0.3459067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0615820061803594,"score_gpt":0.3367278975609566,"score_spread":0.2751458913805972,"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."}}