{"id":"W4402569478","doi":"10.2196/59047","title":"Electronic Feedback Alone Versus Electronic Feedback Plus in-Person Debriefing for a Serious Game Designed to Teach Novice Anesthesiology Residents to Perform General Anesthesia for Cesarean Delivery: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debriefing; Facilitator; Anesthesiology; Randomized controlled trial; Experiential learning; Anesthesia; Medicine; Preprint; Medical education; Psychology; Computer science; Surgery; Mathematics education","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":[0.003860355,0.001909691,0.005349369,0.0008149034,0.0006673241,0.001422831,0.002160516,0.00318162,0.008894297],"category_scores_gemma":[0.007341648,0.0008952015,0.002290389,0.0006223372,0.001517867,0.001345266,0.0008021302,0.00352052,0.0009730694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145648,"about_ca_system_score_gemma":0.001971121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644046,"about_ca_topic_score_gemma":0.002206575,"domain_scores_codex":[0.9967043,0.001602082,0.0004278531,0.0005442461,0.0003420717,0.0003794891],"domain_scores_gemma":[0.9948885,0.002735015,0.0009203886,0.0002020938,0.0003182707,0.0009357603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9619638,0.02561586,0.0002042319,0.001606172,0.0006184226,0.00001717756,0.00007983709,0.0001452745,0.0008490837,0.00009448629,0.0002336648,0.008571954],"study_design_scores_gemma":[0.7849715,0.2108601,0.0011947,0.0001490432,0.0009761401,0.00000863753,0.00006524345,0.0006573205,0.0005379483,0.0001236479,0.0004318802,0.00002371284],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583861,0.003498481,0.001505751,0.0004873332,0.001858428,0.03167656,0.0006635514,0.0001699023,0.001753681],"genre_scores_gemma":[0.922838,0.002460305,0.005716091,0.0007464995,0.0008129384,0.06353934,0.000335782,0.00002660629,0.003524298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008894297,"threshold_uncertainty_score":0.0297544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925471062592326,"score_gpt":0.3331523005487901,"score_spread":0.3138975899228668,"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."}}