{"id":"W1971977929","doi":"10.1053/apmr.2000.17833","title":"Certification and measuring competency in physical medicine and rehabilitation in Canada","year":2000,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"GF Strong Rehabilitation Centre","funders":"","keywords":"Certification; Rehabilitation; Physical therapy; Physical medicine and rehabilitation; Medical education; Medicine; Psychology; Nursing; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00324499,0.000259915,0.0004821463,0.002217276,0.004947758,0.001944064,0.002457652,0.0007848166,0.00302738],"category_scores_gemma":[0.01771299,0.0004085838,0.0005071461,0.003406364,0.001063491,0.0008340234,0.001721241,0.001627955,0.0002839838],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06657106,"about_ca_system_score_gemma":0.1694258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972672,"about_ca_topic_score_gemma":0.9987539,"domain_scores_codex":[0.9949007,0.000615435,0.0002860149,0.0003173493,0.002280228,0.001600222],"domain_scores_gemma":[0.9764855,0.001691592,0.001874521,0.0002873199,0.01395421,0.005706935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006896134,0.0001802555,0.9710358,0.00006237552,0.00003382368,0.0001190382,0.001692274,0.0004346802,0.0001262485,0.0008255868,0.005954378,0.01946662],"study_design_scores_gemma":[0.00001627221,0.00004058627,0.992656,0.0001067578,0.00001920219,0.00006725451,0.002802543,0.0008971918,0.0001488512,0.00007510415,0.003152975,0.00001724589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772617,0.001148891,0.0003583405,0.003703796,0.000100318,0.0001893718,0.002016393,0.00003303661,0.01518819],"genre_scores_gemma":[0.996205,0.0004837199,0.0003644708,0.0002374867,0.000008246546,0.00003105815,0.0005446213,0.000007946146,0.002117577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334289,"threshold_uncertainty_score":0.4830091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064256922452243,"score_gpt":0.2630567143030749,"score_spread":0.2524141450785524,"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."}}