{"id":"W4401013846","doi":"10.1186/s12909-024-05774-8","title":"Conducting an objective structured clinical examination under COVID-restricted conditions","year":2024,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada","funders":"","keywords":"Objective structured clinical examination; Cronbach's alpha; Medicine; Licensure; Physical examination; United States Medical Licensing Examination; IMG; Family medicine; Certification; Coronavirus disease 2019 (COVID-19); Reliability (semiconductor); Clinical psychology; Psychology; Psychometrics; Medical education; Medical school; Disease; Internal medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001847523,0.0002160691,0.000315801,0.0005417533,0.0002258804,0.00009540204,0.0001800153,0.0005257822,0.003971098],"category_scores_gemma":[0.02165357,0.0001935099,0.0001105482,0.001490429,0.0004071651,0.0004292628,0.00003182642,0.0009948335,0.0001583367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782351,"about_ca_system_score_gemma":0.01504726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008388715,"about_ca_topic_score_gemma":0.00007071834,"domain_scores_codex":[0.9964849,0.0005301994,0.0009389811,0.0006556036,0.001088043,0.0003023185],"domain_scores_gemma":[0.9973518,0.0008107994,0.0001655953,0.0004945106,0.0006724899,0.0005048007],"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":[0.000123141,0.004068659,0.02017861,0.001454082,0.0002949552,0.00002886993,0.00394219,0.00003384454,0.001527885,0.1084593,0.1289614,0.7309272],"study_design_scores_gemma":[0.002949727,0.0008867667,0.8840432,0.001998137,0.0007517226,0.0009868663,0.02354405,0.04586412,0.0005158974,0.01258316,0.02503838,0.0008380074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581912,0.0003052824,0.02281331,0.006717586,0.008411425,0.0008228138,0.000009759525,0.0004885151,0.002240106],"genre_scores_gemma":[0.9776295,0.00005090919,0.007694555,0.00778683,0.003339517,0.000201591,0.002227703,0.00004791121,0.001021489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8638645,"threshold_uncertainty_score":0.9969394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106797137362187,"score_gpt":0.4831771803169679,"score_spread":0.3724974665807492,"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."}}