{"id":"W4407154107","doi":"10.1097/ceh.0000000000000595","title":"Applying the Purpose, Autonomy, Confidence, Engrossment Model of Motivational Design to Support Motivation for Continuing Professional Development","year":2025,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"Employment and Social Development Canada","keywords":"Pace; Autonomy; Self-determination theory; Psychology; Knowledge management; Medical education; Infographic; Health professionals; Applied psychology; Health care; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007533495,0.0003769719,0.0001460498,0.001272371,0.001000983,0.002913867,0.0008496565,0.0009776223,0.002593139],"category_scores_gemma":[0.01465425,0.0002683288,0.0007977556,0.0003828913,0.002205488,0.001960261,0.002814963,0.001555099,0.0004733776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804029,"about_ca_system_score_gemma":0.003984319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006506993,"about_ca_topic_score_gemma":0.001229675,"domain_scores_codex":[0.9943153,0.003955316,0.0001930409,0.0002353186,0.001045974,0.000255055],"domain_scores_gemma":[0.9908246,0.005535233,0.0008870075,0.0006689943,0.001062536,0.001021587],"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":[0.0003205733,0.0045979,0.08625633,0.0008973259,0.0001550047,0.0004098138,0.03264837,0.009727531,0.008708047,0.373316,0.00798774,0.4749753],"study_design_scores_gemma":[0.001217485,0.007647499,0.1111085,0.00246711,0.0006629676,0.002444171,0.02347983,0.2476853,0.02139088,0.3837254,0.1976725,0.00049838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3573662,0.0003154127,0.5380059,0.007369078,0.0001822445,0.001902204,0.00008808981,0.0004910678,0.09427975],"genre_scores_gemma":[0.8463163,0.0001561008,0.1492446,0.0004269682,0.00002142023,0.000896399,0.00004089217,0.00002415126,0.002873361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007533495,"threshold_uncertainty_score":0.03984135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153832786348086,"score_gpt":0.4842605452699402,"score_spread":0.3688772666351316,"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."}}