{"id":"W4312038202","doi":"10.1007/s11892-022-01497-6","title":"Implementation of Psychosocial Screening into Diabetes Clinics: Experience from the Type 1 Diabetes Exchange Quality Improvement Network","year":2022,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetes Management and Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychosocial; Medicine; Diabetes mellitus; Family medicine; Type 2 diabetes; Workflow; Population; Health care; Diabetes management; Gerontology; Nursing; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01394843,0.0005536814,0.001261614,0.001340484,0.0005791481,0.002179413,0.001790971,0.001016182,0.001846306],"category_scores_gemma":[0.02469297,0.0002553422,0.001138091,0.002916025,0.0004769028,0.001456241,0.001839078,0.002118282,0.0001803429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003598147,"about_ca_system_score_gemma":0.01670702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02946913,"about_ca_topic_score_gemma":0.06441352,"domain_scores_codex":[0.9924584,0.003640015,0.0007083144,0.0004883714,0.002114406,0.0005904224],"domain_scores_gemma":[0.9806715,0.01091844,0.002666782,0.0003766611,0.003052684,0.002313889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003600251,0.00085933,0.01307315,0.01803891,0.0005347517,0.0001484989,0.001618759,0.0002461434,0.0002032749,0.0005318966,0.009546296,0.9548391],"study_design_scores_gemma":[0.001682186,0.004285075,0.4965306,0.138396,0.00526761,0.001224155,0.0127692,0.0008631098,0.001024051,0.000841805,0.3368446,0.0002715577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05230035,0.9266539,0.0005441143,0.01321971,0.000888768,0.0004928174,0.0004357304,0.00004144786,0.005423076],"genre_scores_gemma":[0.1557691,0.8334499,0.003318836,0.005115931,0.0003445367,0.0003742358,0.0008388335,0.00002694367,0.0007616666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02946913,"threshold_uncertainty_score":0.07376719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120526010922692,"score_gpt":0.454855719040915,"score_spread":0.334329708118223,"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."}}