{"id":"W1983087675","doi":"10.1080/10401330802199542","title":"Compliance of Medical Students With Voluntary Use of Personal Data Assistants for Clerkship Assessments","year":2008,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Medical education; Incentive; Compliance (psychology); Psychology; Medicine; Computer science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04836398,0.0002506693,0.0004477519,0.0008873364,0.0009839142,0.002275396,0.001295978,0.001578577,0.003174315],"category_scores_gemma":[0.2508183,0.0004908169,0.0006713143,0.0009912235,0.0008666253,0.001065717,0.001825076,0.001518358,0.0009750596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381459,"about_ca_system_score_gemma":0.004388812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174354,"about_ca_topic_score_gemma":0.001958272,"domain_scores_codex":[0.9116014,0.050566,0.01469128,0.003336199,0.01732213,0.002483008],"domain_scores_gemma":[0.7663541,0.1084814,0.07318947,0.02105995,0.02129639,0.009618702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002258636,0.00216358,0.816983,0.0006573309,0.0001374105,0.0001910504,0.00708693,0.0002109969,0.001491552,0.0001849448,0.002879384,0.1657552],"study_design_scores_gemma":[0.000260566,0.008598594,0.9691684,0.0005292532,0.00007862393,0.000678372,0.008171122,0.001930366,0.002538001,0.0001828382,0.007788351,0.00007553233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916257,0.0006319849,0.001393805,0.001611908,0.0001284367,0.0007712774,0.0002438446,0.0001092774,0.00348365],"genre_scores_gemma":[0.9968632,0.0001840384,0.001173283,0.0006267581,0.00003448232,0.0004441123,0.0001119258,0.00001402844,0.0005482124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04836398,"threshold_uncertainty_score":0.2557762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4130546123425168,"score_gpt":0.5646847925007836,"score_spread":0.1516301801582668,"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."}}