{"id":"W2019506547","doi":"10.1016/j.amjsurg.2010.07.045","title":"Assessment of communication, professionalism, and surgical skills in an objective structured performance-related examination (OSPRE): a psychometric study","year":2011,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Checklist; Communication skills; Reliability (semiconductor); Internal consistency; Context (archaeology); Medical education; Validity; Medicine; Psychology; Psychometrics; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002536084,0.00009264515,0.0005045904,0.0005280705,0.00005535822,0.000006153406,0.00009721994,0.00002631806,0.00009363847],"category_scores_gemma":[0.0001201235,0.00005560955,0.00006787397,0.001055557,0.0002370096,0.0001637878,0.00002495713,0.000333405,2.22159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004271626,"about_ca_system_score_gemma":0.0001031383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003035701,"about_ca_topic_score_gemma":0.000001548011,"domain_scores_codex":[0.9980019,0.0007612637,0.0006675248,0.0000939694,0.0003645453,0.0001108351],"domain_scores_gemma":[0.9976118,0.001025572,0.0008138859,0.0001973226,0.0002749671,0.00007650979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003404562,0.0007163437,0.8826215,0.000005012388,0.00007528754,0.0000145111,0.003767174,0.00002436718,0.00001384483,0.00003135497,7.44076e-7,0.1123894],"study_design_scores_gemma":[0.001800732,0.0005713765,0.99054,0.0001287018,0.00005212906,0.00009882234,0.006244489,0.0004034403,0.00002339639,0.00007253249,0.000006307202,0.00005806468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990374,0.0001142508,0.000007819449,0.00005250223,0.00006585629,0.000183594,7.552549e-7,0.000005982336,0.000531844],"genre_scores_gemma":[0.9995922,0.0001377809,0.0001888927,0.00003932809,0.00001526451,0.000003819316,0.000002975935,0.000009340641,0.00001034007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123313,"threshold_uncertainty_score":0.2267691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06823243815493057,"score_gpt":0.3676586353434864,"score_spread":0.2994261971885558,"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."}}