{"id":"W2809793143","doi":"10.2196/10693","title":"Web-Based Immersive Patient Simulator as a Curricular Tool for Objective Structured Clinical Examination Preparation in Surgery: Development and Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Alice (programming language); Computer science; Test (biology); Process (computing); Educational measurement; Medical education; Multimedia; Simulation; Medicine; Psychology","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":[0.003210997,0.0007339533,0.0004636366,0.0008623382,0.0001508909,0.0004821219,0.0007972718,0.000433553,0.001198854],"category_scores_gemma":[0.004998019,0.0002676512,0.0004714433,0.0003159456,0.0003578434,0.0003944165,0.0009403697,0.0003101643,0.0002536962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224595,"about_ca_system_score_gemma":0.0009904999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005272854,"about_ca_topic_score_gemma":0.000563523,"domain_scores_codex":[0.9986511,0.0007198259,0.00009726263,0.00009650287,0.0003301555,0.0001052676],"domain_scores_gemma":[0.9973409,0.001160108,0.0002558564,0.000189353,0.0005724261,0.0004813907],"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":[0.004673011,0.07991137,0.1025544,0.003019971,0.0004110732,0.0007537802,0.004939067,0.01876651,0.06917143,0.000724923,0.001284982,0.7137895],"study_design_scores_gemma":[0.003021799,0.2679558,0.5279056,0.001226819,0.001064582,0.002116729,0.003369801,0.0667614,0.1060015,0.0004532451,0.0198468,0.000275828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940628,0.0001302656,0.004252616,0.0000174024,0.000009521587,0.0009200348,0.00007189243,0.00008740263,0.0004480175],"genre_scores_gemma":[0.9431664,0.0009238981,0.05140038,0.00005041001,0.00002266643,0.002422506,0.0007096247,0.0000415124,0.001262501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003210997,"threshold_uncertainty_score":0.01698154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370770370850642,"score_gpt":0.4146177009163325,"score_spread":0.3775406638312683,"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."}}