{"id":"W2789504614","doi":"10.1097/acm.0000000000002183","title":"Gamification in Action: Theoretical and Practical Considerations for Medical Educators","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Educational Games and Gamification","field":"Psychology","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"","keywords":"Self-determination theory; Competence (human resources); Context (archaeology); Psychology; Autonomy; Feeling; Instructional design; Extant taxon; Knowledge management; Computer science; Pedagogy; Social psychology","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":[0.01412878,0.001918247,0.001891581,0.002643602,0.002635224,0.0137597,0.003675071,0.01193812,0.007562536],"category_scores_gemma":[0.02357245,0.0009476931,0.001016206,0.001553957,0.01635393,0.01151441,0.00704376,0.01563446,0.001990529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003609657,"about_ca_system_score_gemma":0.007384652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318402,"about_ca_topic_score_gemma":0.004192725,"domain_scores_codex":[0.9939921,0.004650594,0.0002099236,0.0002182733,0.0006954828,0.0002335914],"domain_scores_gemma":[0.9706575,0.02566666,0.0003888858,0.000702121,0.0009883394,0.001596427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008988205,0.0003381508,0.001196073,0.002001235,0.00003844543,0.0006449207,0.008608979,0.003426654,0.0002836926,0.6966231,0.03485507,0.2518938],"study_design_scores_gemma":[0.00005748575,0.0001671602,0.0005780272,0.00636649,0.0000304365,0.0008346547,0.01060338,0.004416077,0.0001961164,0.7282742,0.248399,0.00007699035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004997896,0.1528348,0.114732,0.6534637,0.004615734,0.0005151908,0.00007278979,0.0004884443,0.06827945],"genre_scores_gemma":[0.2714549,0.2287481,0.3721866,0.09454915,0.007873627,0.005399989,0.0001791646,0.0002794522,0.01932906],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01412878,"threshold_uncertainty_score":0.07472098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782099016845861,"score_gpt":0.4747215468722676,"score_spread":0.386900556703809,"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."}}