{"id":"W4407381754","doi":"10.1177/23821205251318925","title":"Background and Foreground: Connections and Distinctions When Health Professions Faculty Teach Both Interprofessional Collaborative Practice and Quality Improvement—A Case Study","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Futurum - Akademin för Hälsa och Vård, Region Jönköpings läns; School of Medicine, University of Missouri; University of Missouri","keywords":"Interprofessional education; Pharmacy; Curriculum; Medical education; Core competency; Quality (philosophy); Health care; Quality management; Medicine; Psychology; Doctor of Nursing Practice; Nursing; Pedagogy; Nurse education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003926367,0.0002265458,0.0004326272,0.0002988469,0.002390727,0.00008587411,0.0001034439,0.0002064978,0.0001909986],"category_scores_gemma":[0.001913585,0.0001651244,0.00002616121,0.0003987009,0.0001512995,0.0004528879,0.0002356051,0.001058727,0.000001755609],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819267,"about_ca_system_score_gemma":0.01496321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008510178,"about_ca_topic_score_gemma":0.001820606,"domain_scores_codex":[0.9958632,0.001442953,0.001389874,0.0003463261,0.0006958384,0.000261815],"domain_scores_gemma":[0.9963744,0.0007555818,0.0009623143,0.0001339543,0.001185527,0.0005882752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007635538,0.008912821,0.2074965,0.001120163,0.0008602071,0.00005957027,0.2558476,3.712796e-7,0.00005427756,0.04584076,0.0901055,0.3889387],"study_design_scores_gemma":[0.00223466,0.0002980987,0.09091245,0.001748962,0.00009260373,0.0003937943,0.8034838,0.00005285686,0.000002092222,0.0006662834,0.09991883,0.0001955618],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253572,0.002152608,0.002822693,0.06542687,0.00255364,0.001330219,0.00001144666,0.00001900011,0.0003262905],"genre_scores_gemma":[0.9803815,0.0004915643,0.00675938,0.008607974,0.0002064453,0.0003772566,0.00004257996,0.00001440169,0.003118841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5476362,"threshold_uncertainty_score":0.998908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05288845042126903,"score_gpt":0.5061800530367857,"score_spread":0.4532916026155167,"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."}}