{"id":"W4283731297","doi":"10.2196/38952","title":"Instructor Development Workshops for Advanced Life Support Training Courses Held in a Fully Virtual Space: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Basic life support; Medical education; Virtual reality; Observational study; Certification; Face-to-face; Virtual training; Advanced life support; Psychology; Computer science; Medicine; Cardiopulmonary resuscitation; Human–computer interaction; Resuscitation","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":[0.00309665,0.0004357967,0.0005515342,0.001102308,0.001666665,0.0007509388,0.0007912185,0.0007641482,0.001553462],"category_scores_gemma":[0.01134686,0.0004759827,0.0005874727,0.0005133888,0.0006169651,0.0008582743,0.001335258,0.001339492,0.0003857798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992089,"about_ca_system_score_gemma":0.001371785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608116,"about_ca_topic_score_gemma":0.003557357,"domain_scores_codex":[0.9977708,0.0009125908,0.0002226617,0.000311372,0.0004352957,0.0003472655],"domain_scores_gemma":[0.9900398,0.003260476,0.002602848,0.0006280996,0.001190404,0.002278458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006496414,0.01250467,0.8903226,0.0003435376,0.00006660561,0.002814286,0.05993916,0.0001581186,0.003768552,0.0001058127,0.0007150559,0.02861194],"study_design_scores_gemma":[0.0001604214,0.01342899,0.9012175,0.0001645319,0.0001044488,0.002085617,0.07507796,0.0008259233,0.002528007,0.00007779981,0.004224108,0.0001047802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994605,0.00004093695,0.0001566614,0.00001241074,0.000004055697,0.00009200104,0.00002597472,0.000002780378,0.0002046362],"genre_scores_gemma":[0.998373,0.0001472025,0.0007013065,0.00004794486,0.00001808319,0.0002029081,0.00008963262,0.000003736727,0.0004161033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309665,"threshold_uncertainty_score":0.01637685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161276051488606,"score_gpt":0.3997743055699203,"score_spread":0.2836467004210597,"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."}}