{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002657065,0.000189797,0.0005999227,0.0003400683,0.00004580191,0.000002709333,0.00004008921,0.00003662481,0.00001511238],"category_scores_gemma":[0.001570273,0.0001377563,0.00005138451,0.0003250616,0.001071841,0.0001350179,0.00001737383,0.0002038841,3.659757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006197838,"about_ca_system_score_gemma":0.0001145028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1444757,"about_ca_topic_score_gemma":0.05272008,"domain_scores_codex":[0.9983174,0.0002032068,0.0005250592,0.0004251484,0.0003360035,0.000193211],"domain_scores_gemma":[0.9943241,0.005205655,0.0000924222,0.0001878048,0.00005168187,0.0001383687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007170492,0.0006823057,0.1921941,0.003751894,0.00003082026,0.000003242341,0.090151,0.0001176708,0.0319641,0.008878656,0.00007440637,0.6714348],"study_design_scores_gemma":[0.002664078,0.003390695,0.9409525,0.001964806,0.00004552104,0.000002865399,0.009118708,0.01208847,0.00001942488,0.02951019,0.0001132152,0.000129528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733791,0.0006836933,0.00001549484,0.02370568,0.00002560545,0.0006780861,0.000002540515,0.00001036148,0.00149945],"genre_scores_gemma":[0.9985502,0.0001877246,0.000964079,0.0001023936,0.00009385882,0.0000443885,0.00002086525,0.00001373166,0.00002269926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7487584,"threshold_uncertainty_score":0.9645653,"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."}}