{"id":"W3087204848","doi":"10.22374/jmhan.v4i1.43","title":"Use of Standardized Patients in Mental Health Simulation","year":2020,"lang":"en","type":"article","venue":"Journal of Mental Health and Addiction Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Mental health nursing; Nursing; Nurse education; Psychology; Medical education; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003848819,0.0009570993,0.0004572231,0.000604387,0.0005946559,0.001557235,0.001572479,0.0009258104,0.01506461],"category_scores_gemma":[0.01858886,0.0004825905,0.0009304885,0.0004535364,0.0006771007,0.001352772,0.003758337,0.001401356,0.003651371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005225139,"about_ca_system_score_gemma":0.001865383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007713039,"about_ca_topic_score_gemma":0.0009814836,"domain_scores_codex":[0.9943376,0.004011072,0.0004396565,0.0002696247,0.0006662802,0.0002757103],"domain_scores_gemma":[0.9941837,0.002820401,0.0005079563,0.0008995077,0.0005685402,0.001019927],"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":[0.006357896,0.01607834,0.04148488,0.003202111,0.0004682594,0.002981704,0.0106326,0.08644217,0.02132873,0.01728878,0.04534066,0.7483939],"study_design_scores_gemma":[0.00820108,0.05792641,0.05462508,0.005972841,0.0009414883,0.01248641,0.01011939,0.2257699,0.08076791,0.04428365,0.4973017,0.001604146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034832,0.001168382,0.1920087,0.005361283,0.001554295,0.008100246,0.002527236,0.005238168,0.08055842],"genre_scores_gemma":[0.8871897,0.00125401,0.09873949,0.0010701,0.0001717434,0.004295067,0.001310992,0.000341964,0.005626873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506461,"threshold_uncertainty_score":0.05039608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06181463325795149,"score_gpt":0.4028799907421055,"score_spread":0.341065357484154,"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."}}