{"id":"W6986066527","doi":"","title":"Observational Study of Conformity in Yet Another Medical Learning Environment: Conformity to Preceptors During High-Fidelity Simulation","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preceptor; Conformity; Observational study; Clinical clerkship; Medical school; Community hospital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002896576,0.0003294751,0.0005086145,0.00061065,0.001018328,0.00109055,0.0008884358,0.0006960735,0.001021545],"category_scores_gemma":[0.01570384,0.0005278664,0.0004628226,0.000348835,0.0007119966,0.0005239123,0.001673195,0.001353911,0.0002987187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469425,"about_ca_system_score_gemma":0.00110069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006200278,"about_ca_topic_score_gemma":0.01133777,"domain_scores_codex":[0.9969854,0.00169086,0.0002106074,0.0002444039,0.0005622005,0.0003066099],"domain_scores_gemma":[0.9907153,0.002391214,0.002411006,0.0009307377,0.001293012,0.002258688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002761525,0.002560529,0.958273,0.00004663244,0.0000788902,0.000442628,0.02994057,0.0001493113,0.001285755,0.00003988904,0.0002477373,0.00665885],"study_design_scores_gemma":[0.00003771436,0.00312558,0.9570931,0.00004480225,0.00003254824,0.0005371296,0.03625084,0.0009994979,0.000580728,0.00006558929,0.001173473,0.0000589097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997526,0.00001360347,0.00008628379,0.00001072496,0.000001853943,0.00002136739,0.000016149,0.000001268053,0.00009614258],"genre_scores_gemma":[0.999461,0.00003756674,0.0002208181,0.00001766972,0.000003657329,0.00004482304,0.00006932041,0.000001972206,0.0001432477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006200278,"threshold_uncertainty_score":0.01531875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4365622988905281,"score_gpt":0.6087443109075223,"score_spread":0.1721820120169943,"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."}}