{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169372,0.00009553068,0.0003711132,0.0002266172,0.0001431971,0.00001119322,0.0000221002,0.00004576758,0.00003399011],"category_scores_gemma":[0.00008677418,0.00009151296,0.00005661111,0.0002575987,0.000040295,0.0002689383,0.00000476136,0.0002254178,5.038731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024066,"about_ca_system_score_gemma":0.0008576896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006873717,"about_ca_topic_score_gemma":0.000002950813,"domain_scores_codex":[0.9980538,0.0001562148,0.001027392,0.000121337,0.0004553468,0.0001859215],"domain_scores_gemma":[0.9981985,0.00009362569,0.0008144171,0.00005618263,0.0002372842,0.0005999584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006585661,0.0008103451,0.7465042,0.0005663509,0.00003702698,0.000001209814,0.0407714,0.004279842,0.00006748822,0.00001358784,0.007991745,0.1923711],"study_design_scores_gemma":[0.01931997,0.01054918,0.8767724,0.008675411,0.00003651322,0.00005343657,0.01502069,0.05975168,0.0002005338,0.00003214539,0.009363271,0.0002247326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645264,0.001343142,0.0002902713,0.03243767,0.0007262121,0.000580085,0.00007710772,0.00001011725,0.000009058457],"genre_scores_gemma":[0.9943836,0.0004443542,0.001405928,0.003465599,0.0001627587,8.807183e-7,0.0001200376,0.00001290937,0.000003945344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921464,"threshold_uncertainty_score":0.373179,"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."}}