{"id":"W4293512781","doi":"10.1186/s12960-022-00759-4","title":"Accreditation as a driver of interprofessional education: the Canadian experience","year":2022,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; Dalhousie University; University of Saskatchewan; Université de Montréal; Western University","funders":"","keywords":"Accreditation; Interprofessional education; Medical education; Curriculum; Health care; Medicine; Health services research; Psychology; Nursing; Political science; Public health; Pedagogy","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":[0.01346494,0.0003710247,0.0007124586,0.00202673,0.03372264,0.009132983,0.003636185,0.002439075,0.006379951],"category_scores_gemma":[0.03112779,0.0007711807,0.0004774431,0.00762512,0.01141158,0.003102399,0.01081823,0.005337759,0.0002618278],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1543248,"about_ca_system_score_gemma":0.3719277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859614,"about_ca_topic_score_gemma":0.9925112,"domain_scores_codex":[0.9803956,0.003639524,0.0007145168,0.001061531,0.006991636,0.007197076],"domain_scores_gemma":[0.9382326,0.00936041,0.003271054,0.001184854,0.01807519,0.02987585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002018349,0.0004403999,0.1615936,0.0008296288,0.00006076577,0.002665958,0.7059752,0.0004964335,0.00106316,0.01751895,0.02446501,0.08468903],"study_design_scores_gemma":[0.00001834155,0.0001301935,0.09816095,0.0007191898,0.00003014399,0.0005752412,0.8019349,0.0003886087,0.0003556008,0.0006766173,0.09688564,0.0001245187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965198,0.003761545,0.0007905358,0.04674385,0.0005165347,0.0001764101,0.0003490735,0.0000585772,0.05108376],"genre_scores_gemma":[0.9924057,0.002111742,0.0004024981,0.00217085,0.00003818529,0.00002419742,0.00007247407,0.00002513999,0.002749096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8456752,"threshold_uncertainty_score":0.9808634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444804076667475,"score_gpt":0.483147253701095,"score_spread":0.4386668460343475,"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."}}