{"id":"W4361190602","doi":"10.11124/jbies-22-00293","title":"Virtual clinical simulation to teach mental health concepts: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Excellence in Mining Innovation; Queen's University; Cambrian College","funders":"","keywords":"CINAHL; PsycINFO; Mental health; Inclusion (mineral); Context (archaeology); Medical education; MEDLINE; Instructional simulation; Health care; Curriculum; Viewpoints; Psychology; Computer science; Nursing; Medicine; Virtual reality; Pedagogy; Psychiatry; Psychological intervention; Human–computer interaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09125319,0.004373664,0.01437225,0.02518627,0.005102761,0.008699089,0.005887448,0.007446402,0.07167304],"category_scores_gemma":[0.0736006,0.00484241,0.01086515,0.01801191,0.005007178,0.008816479,0.007053663,0.004992009,0.01353551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01510645,"about_ca_system_score_gemma":0.08818962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599457,"about_ca_topic_score_gemma":0.01397896,"domain_scores_codex":[0.9639239,0.01196466,0.01406156,0.002680799,0.005909083,0.001459943],"domain_scores_gemma":[0.9483286,0.01624803,0.009420372,0.004128158,0.01938968,0.002485102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005062281,0.0006620573,0.001436401,0.8656208,0.001575432,0.001092006,0.003764198,0.001084846,0.002243786,0.005991018,0.03195182,0.0795155],"study_design_scores_gemma":[0.01379761,0.002300899,0.007670702,0.7241976,0.006157836,0.00114395,0.006302615,0.001105569,0.002542411,0.00756435,0.2267783,0.0004381654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003848214,0.00194434,0.0008962125,0.000266917,0.00009871861,0.9937702,0.002038091,0.00004132788,0.0005592599],"genre_scores_gemma":[0.0004689273,0.002361977,0.0038923,0.0001805443,0.00002347402,0.992026,0.0006241467,0.000007468929,0.0004150994],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09125319,"threshold_uncertainty_score":0.4825988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2309541412573476,"score_gpt":0.6134944022624866,"score_spread":0.382540261005139,"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."}}