{"id":"W4393994031","doi":"10.1186/s41077-024-00286-3","title":"Assessing the equivalency of face-to-face and online simulated patient interviews in an educational intervention","year":2024,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Modalities; Anxiety; Intervention (counseling); Psychology; Health care; Applied psychology; Qualitative research; Medical education; Simulated patient; Nursing; Medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008035963,0.000124733,0.000210733,0.0002436007,0.0001398843,0.0000201512,0.0001135917,0.0001102072,0.000137366],"category_scores_gemma":[0.0003624512,0.00008898806,0.00003479504,0.0004628668,0.00003476269,0.001006836,0.0001112157,0.0004604332,0.000008645072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641397,"about_ca_system_score_gemma":0.0001347747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757398,"about_ca_topic_score_gemma":0.001155621,"domain_scores_codex":[0.9974946,0.0008205759,0.0009393136,0.000290484,0.0002151889,0.0002398724],"domain_scores_gemma":[0.9979572,0.001469263,0.0001964109,0.0001812686,0.0001335592,0.0000623289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005410282,0.0002490195,0.1260709,0.001129405,0.000004803394,0.000001485192,0.01633422,0.1819901,0.0001496693,0.000688553,0.000007272949,0.6733204],"study_design_scores_gemma":[0.0005702441,0.000211159,0.3060147,0.01718617,0.000009712663,3.679854e-7,0.01661877,0.6481226,0.00002233428,0.007527262,0.003526997,0.0001896481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979848,0.01313792,0.002964886,0.002018648,0.0009836016,0.0008781755,0.00002820791,0.0000254445,0.0001151797],"genre_scores_gemma":[0.9985699,0.0004382944,0.0004167625,0.0002337696,0.0001079835,0.00004813578,0.00009891122,0.00001596888,0.00007025746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6731308,"threshold_uncertainty_score":0.3628828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126345717962575,"score_gpt":0.5671175338592349,"score_spread":0.4544829620629774,"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."}}