{"id":"W4319068399","doi":"10.22230/jripe.2022v12n2a343","title":"A Peer-to-Peer Approach to Implementation of a Chronic Disease Management Program","year":2023,"lang":"en","type":"article","venue":"Journal of Research in Interprofessional Practice and Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Champion; Medicine; Medical education; Best practice; Nursing; Focus group; Peer support; Peer review; Disease management; Peer learning; Psychology; Disease; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03240331,0.0006021974,0.0004095884,0.001748363,0.008647006,0.004733713,0.003906486,0.001638121,0.007396741],"category_scores_gemma":[0.04120695,0.0003992241,0.0005717818,0.0009335642,0.004148926,0.0039144,0.01397681,0.003051152,0.00116409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005361686,"about_ca_system_score_gemma":0.03150542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033915,"about_ca_topic_score_gemma":0.006049082,"domain_scores_codex":[0.9451517,0.04340722,0.001191767,0.002327384,0.005512847,0.002409121],"domain_scores_gemma":[0.9719284,0.01263136,0.001795445,0.002083909,0.004204135,0.007356846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002417798,0.01249321,0.01529001,0.002383106,0.0001257597,0.001781038,0.1784602,0.0012418,0.002574127,0.01555794,0.01235249,0.7574986],"study_design_scores_gemma":[0.0015848,0.01730363,0.07367694,0.006864094,0.0004107277,0.005211418,0.46225,0.01183878,0.007364934,0.06087685,0.3522061,0.000411706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5277964,0.001675681,0.1867658,0.04200126,0.0009479766,0.03777141,0.0001479636,0.001017671,0.2018759],"genre_scores_gemma":[0.8251331,0.0009646244,0.1520852,0.002950459,0.0002015,0.008966981,0.00007742216,0.00007336617,0.009547209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240331,"threshold_uncertainty_score":0.1713671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166780904772583,"score_gpt":0.6264156803973606,"score_spread":0.5097375899201023,"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."}}