{"id":"W4200333361","doi":"10.1097/phm.0000000000001942","title":"Virtual Objective Structured Clinical Examination Experiences and Performance in Physical Medicine and Rehabilitation Residency","year":2021,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta Hospital; University of Alberta; University of Saskatchewan; University of Calgary","funders":"","keywords":"Physical examination; Objective structured clinical examination; Virtual patient; Component (thermodynamics); Rehabilitation; MEDLINE","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":[0.003771599,0.0001906608,0.0001519277,0.0004384765,0.0006322447,0.001287596,0.0003552584,0.0003670128,0.002722948],"category_scores_gemma":[0.01915521,0.0001402647,0.0001882689,0.0002531209,0.001129925,0.0006807957,0.002424553,0.0005210025,0.0002044814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268938,"about_ca_system_score_gemma":0.001005118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008889887,"about_ca_topic_score_gemma":0.001317943,"domain_scores_codex":[0.9966528,0.002104285,0.0001804584,0.0001406329,0.0005487244,0.0003732388],"domain_scores_gemma":[0.9885416,0.004877747,0.00265607,0.0002284174,0.0006934775,0.003002583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003992301,0.001847855,0.7636894,0.0005543195,0.00007291991,0.001153832,0.1414501,0.001132624,0.002911397,0.0006188343,0.002081133,0.08408836],"study_design_scores_gemma":[0.00003536791,0.00278632,0.8686534,0.0004033933,0.0000374815,0.002623265,0.1154207,0.001204869,0.001206615,0.00032079,0.0072373,0.00007047487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986538,0.00008490478,0.0001488198,0.0001239371,0.000005672826,0.0000101144,0.000006561104,0.0000040933,0.0009619903],"genre_scores_gemma":[0.9995251,0.00006501632,0.0001715743,0.00003396812,0.000004690005,0.00000896449,0.00001032729,0.000001727909,0.0001787297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003771599,"threshold_uncertainty_score":0.0199464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154577666514065,"score_gpt":0.3696101444833,"score_spread":0.3580643678181594,"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."}}