{"id":"W2163337602","doi":"10.5858/2009-0698-oar1.1","title":"The impact of specially designed digital games-based learning in undergraduate pathology and medical education.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Educational Games and Gamification","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Digital pathology; Pathology; Medicine; Medical education; Multimedia; Computer science; Medical physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164417,0.00007912998,0.0001073791,0.00008735046,0.00003938948,0.0000208109,0.0001387049,0.00007840915,0.000117099],"category_scores_gemma":[0.0006207816,0.00005599035,0.00004644265,0.0001507367,0.0001738316,0.00005391859,0.00001461371,0.0001365311,0.00001104854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004475903,"about_ca_system_score_gemma":0.0003317917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587154,"about_ca_topic_score_gemma":0.0000491604,"domain_scores_codex":[0.9991026,0.0001440725,0.0002412176,0.0001724287,0.0001192084,0.0002204804],"domain_scores_gemma":[0.9992983,0.0002494589,0.0001268072,0.0001629801,0.00005956661,0.0001029136],"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":[0.0001446784,0.0005225174,0.3502258,0.000004234713,0.00003325232,0.000004635352,0.001572897,0.000004637909,0.000005014204,0.01677823,0.00118894,0.6295152],"study_design_scores_gemma":[0.0003004743,0.0000513461,0.9939152,0.000004463522,0.000004690097,0.00001630322,0.0003541003,0.00001445976,0.000007768066,0.004327999,0.0009439294,0.00005927404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697669,0.000548134,0.0002338812,0.002444209,0.0003196766,0.0003889212,0.000002465118,0.00001945348,0.02627641],"genre_scores_gemma":[0.9978447,0.00003317806,0.00006210383,0.00007900725,0.00007380606,0.0004442518,0.00001228472,0.00001005498,0.001440632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6436894,"threshold_uncertainty_score":0.228322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132551668367093,"score_gpt":0.3023660812839127,"score_spread":0.2710405646002418,"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."}}