{"id":"W1882479438","doi":"","title":"Game-based versus traditional case-based learning: comparing effectiveness in stroke continuing medical education.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Educational Games and Gamification","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"","keywords":"Continuing medical education; Intervention (counseling); Medical education; Medicine; Event (particle physics); Psychology; Family medicine; Continuing education; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157808,0.0001453024,0.0001944534,0.0002324192,0.00006265163,0.00004564855,0.0001824861,0.0001852803,0.0006511545],"category_scores_gemma":[0.0007673507,0.0001578743,0.00007664704,0.0002294037,0.0001240014,0.00007033686,0.000009629885,0.0006928434,0.00004421363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154954,"about_ca_system_score_gemma":0.0002853293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356442,"about_ca_topic_score_gemma":0.0003459245,"domain_scores_codex":[0.9983655,0.0002964773,0.0002939356,0.0003694656,0.0003225948,0.0003520135],"domain_scores_gemma":[0.9981097,0.001190918,0.0001243088,0.0002331836,0.000107568,0.0002343065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001024435,0.002960468,0.6059167,0.0000865961,0.00007544262,0.0001085852,0.0009821146,0.0007401468,0.0001069503,0.03879385,0.0006941019,0.3485106],"study_design_scores_gemma":[0.003106029,0.00003003897,0.9852994,0.00002673979,0.0000185757,0.00006129021,0.0002950306,0.001079308,0.0001033964,0.0001148481,0.00968768,0.0001776786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868217,0.00008000822,0.0004711235,0.00103175,0.003602159,0.0005898513,0.000007295804,0.00006919284,0.007326879],"genre_scores_gemma":[0.9950389,5.061863e-7,0.0001833902,0.0001717281,0.0004427821,0.003647184,0.0001811867,0.00002287046,0.0003114917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793826,"threshold_uncertainty_score":0.7129685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474883327784105,"score_gpt":0.3128206886672467,"score_spread":0.2653323558888362,"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."}}