{"id":"W4392619731","doi":"10.1080/0142159x.2024.2323179","title":"Are serious games seriously good at preparing students for clinical practice?: A randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Randomized controlled trial; Likert scale; Medicine; Clinical endpoint; Multiple choice; Physical therapy; Significant difference; Psychology; Internal medicine","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":[0.005689977,0.001725538,0.005074933,0.001025713,0.0008566632,0.001376048,0.001764823,0.004286787,0.01198227],"category_scores_gemma":[0.008128284,0.0008554934,0.003044378,0.0009527866,0.001798221,0.001723386,0.0008162397,0.002566361,0.000948389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287196,"about_ca_system_score_gemma":0.002199727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594687,"about_ca_topic_score_gemma":0.002408059,"domain_scores_codex":[0.9949865,0.003006237,0.0006275076,0.0006402863,0.0003744806,0.0003649966],"domain_scores_gemma":[0.9949433,0.002413308,0.001127322,0.0002727768,0.0003301639,0.0009130094],"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":[0.9658216,0.01341735,0.0005062019,0.002803787,0.001543829,0.00002410624,0.00006395987,0.0001168644,0.0004396935,0.0001304811,0.0004448447,0.01468721],"study_design_scores_gemma":[0.9360822,0.06138101,0.0008324475,0.0001937664,0.0007303352,0.000008126986,0.00003481303,0.0002026566,0.0001084847,0.00009801507,0.0003176898,0.00001038324],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163509,0.01453394,0.002023307,0.00180745,0.002842729,0.05752211,0.001409371,0.0002783441,0.003231941],"genre_scores_gemma":[0.9144586,0.005382965,0.007037764,0.001927665,0.001230792,0.0669786,0.0005320488,0.00002505893,0.002426462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198227,"threshold_uncertainty_score":0.04008466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06547010080154461,"score_gpt":0.5032362164360459,"score_spread":0.4377661156345013,"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."}}