{"id":"W1973628585","doi":"10.1179/1447382815z.0000000009","title":"Competency-based education: A survey study of international occupational therapy educational programmes","year":2015,"lang":"en","type":"article","venue":"World Federation of Occupational Therapists Bulletin","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Occupational therapy; Medicine; Medical education; Physical therapy","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":[0.006861396,0.0002357666,0.0004595708,0.001937087,0.00112576,0.002005728,0.0005101808,0.0006747613,0.001615863],"category_scores_gemma":[0.01708792,0.0003808177,0.0002411229,0.002562617,0.0009138841,0.002260165,0.001543759,0.001259092,0.0003526404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498547,"about_ca_system_score_gemma":0.001885486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00991214,"about_ca_topic_score_gemma":0.01036049,"domain_scores_codex":[0.9953676,0.002149733,0.0005029101,0.0002752085,0.0007234484,0.0009810582],"domain_scores_gemma":[0.9903764,0.003422805,0.002822868,0.0002801391,0.001564017,0.001533771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004372025,0.0006769384,0.9130561,0.0001265784,0.00001591108,0.0001862852,0.07278945,0.00004466392,0.0003440494,0.000221022,0.0003092371,0.01218597],"study_design_scores_gemma":[0.000009188509,0.0006404429,0.79718,0.0001527448,0.00001039901,0.0002698808,0.1981668,0.0002108326,0.0001722832,0.00005458581,0.003112709,0.00002013189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998652,0.00007489507,0.0001102337,0.0001251112,0.000004280111,0.0000577121,0.00004495198,0.000001266929,0.0009294731],"genre_scores_gemma":[0.9989543,0.0002031207,0.0001534333,0.0001669252,0.000006432002,0.000104814,0.00007692348,0.000002513146,0.0003315281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00991214,"threshold_uncertainty_score":0.03628701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354310571209949,"score_gpt":0.4484140334115457,"score_spread":0.3129829762905508,"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."}}