{"id":"W4411171015","doi":"10.2196/65949","title":"A Virtual Simulator to Improve Weight-Related Communication Skills for Health Care Professionals: Mixed Methods Pre-Post Pilot Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department for the Economy","keywords":"Preprint; Health professionals; Health care; Simulation; Computer science; Medical education; Psychology; Human–computer interaction; Multimedia; Medicine; World Wide Web","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00872381,0.0002780506,0.0006485584,0.0002991242,0.002424301,0.00002393795,0.0006424235,0.0005052346,0.0008433908],"category_scores_gemma":[0.01317854,0.0002389291,0.00009303803,0.0006936229,0.00008663999,0.0003264504,0.0003743606,0.001685015,0.0001523096],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128807,"about_ca_system_score_gemma":0.01863836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111537,"about_ca_topic_score_gemma":0.002946983,"domain_scores_codex":[0.9883733,0.007869294,0.001695991,0.0007233245,0.000644831,0.0006932436],"domain_scores_gemma":[0.9894457,0.006552425,0.0007769968,0.00113406,0.001273669,0.0008170926],"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":[0.002897548,0.03861377,0.03306404,0.006610799,0.0002143728,3.747729e-7,0.2782256,0.000004168076,0.0000791436,0.007058961,0.1770868,0.4561444],"study_design_scores_gemma":[0.007995937,0.005699256,0.5942841,0.004549715,0.0001587969,6.737176e-7,0.2602356,0.0006425644,0.00004822697,0.001909695,0.1239006,0.0005748343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626236,0.0008578925,0.002273771,0.1044456,0.006239483,0.02260348,0.0000579642,0.0002337325,0.0006644866],"genre_scores_gemma":[0.9411076,0.00004168289,0.009754222,0.03267775,0.0003959534,0.01001683,0.0003696939,0.0000398938,0.005596329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.56122,"threshold_uncertainty_score":0.9988744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089778073116693,"score_gpt":0.5870457151327592,"score_spread":0.5461479344015923,"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."}}