{"id":"W2514784929","doi":"10.5539/gjhs.v9n4p240","title":"Gamification to Engage Clinicians in Registering Data: A Randomized Trial","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Likert scale; Internal medicine; Psychology","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":[0.006477686,0.001477961,0.00262226,0.0008523929,0.0008157371,0.001427803,0.001223363,0.004380654,0.01793292],"category_scores_gemma":[0.01518497,0.0008302555,0.003209132,0.0006982088,0.001903049,0.002100813,0.001220514,0.003631536,0.00141694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305067,"about_ca_system_score_gemma":0.002552755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391862,"about_ca_topic_score_gemma":0.001523537,"domain_scores_codex":[0.9926397,0.005430262,0.0005630984,0.0005859235,0.0003934961,0.0003875818],"domain_scores_gemma":[0.9918392,0.005038906,0.001309472,0.000507987,0.000295238,0.001009168],"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":[0.9351014,0.02739696,0.0005475163,0.003366265,0.001260169,0.00004064524,0.0001485296,0.0003057112,0.0004029059,0.0003906614,0.001262601,0.0297766],"study_design_scores_gemma":[0.9442838,0.05239875,0.0007431666,0.0003809664,0.0005791827,0.0000107329,0.00005278887,0.0004289894,0.0001206505,0.0002771566,0.0007071319,0.00001667578],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034306,0.00901255,0.003822027,0.004870282,0.003101112,0.06726814,0.001350687,0.0004271999,0.006717405],"genre_scores_gemma":[0.8899728,0.004112326,0.01128369,0.003051827,0.001158147,0.08563543,0.0004939624,0.0000398304,0.004251909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793292,"threshold_uncertainty_score":0.0599916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901377679368131,"score_gpt":0.4774439741353861,"score_spread":0.2873062061985731,"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."}}