{"id":"W4285684546","doi":"10.2147/amep.s357229","title":"Evaluation of the Utility of Online Objective Structured Clinical Examination Conducted During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus Infections; Virology; Computer science; Medicine; Pathology; Outbreak; Infectious disease (medical specialty)","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":[0.04384974,0.0004219993,0.0004681083,0.0019427,0.0007522295,0.002228569,0.0009208412,0.0006363055,0.001060775],"category_scores_gemma":[0.1183843,0.0002805374,0.0005272527,0.001264518,0.0009604677,0.00179735,0.002439976,0.0007881791,0.0002839015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563481,"about_ca_system_score_gemma":0.002888747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277108,"about_ca_topic_score_gemma":0.002369856,"domain_scores_codex":[0.962679,0.02849805,0.001959578,0.0009180984,0.004558528,0.001386787],"domain_scores_gemma":[0.8624591,0.08780389,0.01989839,0.004018876,0.02022748,0.005592341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001190947,0.003402787,0.8280362,0.0007038467,0.0001006229,0.0007603081,0.0319749,0.0008050963,0.002016098,0.0002089332,0.001035017,0.1297653],"study_design_scores_gemma":[0.00008129932,0.01141621,0.9189432,0.0005107404,0.00009536241,0.000602924,0.05859008,0.003329107,0.003088206,0.0001412493,0.003117461,0.00008415198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996854,0.00006056681,0.0005850298,0.0002077998,0.00001645321,0.0005408278,0.0001476236,0.00001864421,0.001569246],"genre_scores_gemma":[0.996673,0.0001001781,0.002326895,0.00009253626,0.00001576195,0.0004402461,0.000130295,0.000004554498,0.0002164318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04384974,"threshold_uncertainty_score":0.2319024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09713304529947081,"score_gpt":0.5305451452855877,"score_spread":0.4334120999861169,"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."}}