{"id":"W4206248802","doi":"10.1111/pedi.13314","title":"Selecting an intervention to prevent ketoacidosis at diabetes diagnosis in children using a behavior change framework","year":2022,"lang":"en","type":"review","venue":"Pediatric Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Women's College Hospital; SickKids Foundation; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Intervention (counseling); Referral; Diabetic ketoacidosis; Attendance; Behavior change; Diabetes mellitus; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02705842,0.001651565,0.001397328,0.005620401,0.002019454,0.002602511,0.002185186,0.001624654,0.002195813],"category_scores_gemma":[0.02521947,0.0005306992,0.002726301,0.002754926,0.002049291,0.002086775,0.00259106,0.002307752,0.0002177329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01427525,"about_ca_system_score_gemma":0.03508563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02738479,"about_ca_topic_score_gemma":0.04851867,"domain_scores_codex":[0.9714978,0.02105851,0.001629355,0.001542198,0.003162594,0.001109465],"domain_scores_gemma":[0.9873741,0.008319444,0.001727234,0.0002430498,0.001343017,0.0009931531],"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":[0.0009956696,0.009403143,0.05090616,0.05022994,0.001751417,0.0005401009,0.03494405,0.01421231,0.004555681,0.0351553,0.01363211,0.7836742],"study_design_scores_gemma":[0.01501871,0.02853081,0.2464409,0.1749839,0.01222626,0.0009556729,0.07131444,0.1098536,0.02010609,0.06109554,0.2584942,0.0009799254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3471532,0.0363784,0.4011014,0.05600498,0.001553462,0.1196773,0.002248147,0.002408878,0.03347424],"genre_scores_gemma":[0.2681289,0.006985981,0.6770278,0.004152365,0.00007064737,0.04189648,0.0005045809,0.00005393351,0.00117937],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02738479,"threshold_uncertainty_score":0.1431003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385033099541996,"score_gpt":0.3207987226193078,"score_spread":0.2869483916238879,"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."}}