{"id":"W4311814808","doi":"10.32920/21688763.v1","title":"Implementing Specialized Diabetes Teams in Primary Care in Southern Ontario","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Debriefing; Referral; Documentation; Nursing; Medical education; Medicine; Psychology","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":[0.003279558,0.0002482727,0.0002851531,0.0005320426,0.008756362,0.002087593,0.001444281,0.0005120433,0.002516593],"category_scores_gemma":[0.005889762,0.0003703981,0.0002996438,0.001224411,0.002190155,0.0005644449,0.002933557,0.0007294532,0.0001392437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06903413,"about_ca_system_score_gemma":0.1624321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594972,"about_ca_topic_score_gemma":0.9881761,"domain_scores_codex":[0.99639,0.001000457,0.0001667925,0.0003655347,0.0008544502,0.001222638],"domain_scores_gemma":[0.9891649,0.000982617,0.0009440364,0.0002209299,0.002422876,0.006264703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006613011,0.0009038518,0.5046823,0.002146926,0.0001584121,0.004644228,0.2759449,0.001331234,0.006183759,0.001662296,0.01233397,0.1893468],"study_design_scores_gemma":[0.0002123473,0.001025602,0.730883,0.0008692698,0.0001171213,0.0003755192,0.225073,0.0008370024,0.0006665483,0.0003374383,0.03953456,0.00006862029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864406,0.001042858,0.0004204894,0.002834056,0.00005391399,0.0004756364,0.0001484134,0.00004306222,0.008540994],"genre_scores_gemma":[0.994424,0.0007612223,0.001541546,0.0006572781,0.00001475965,0.0001411467,0.0001177213,0.000008182868,0.002334054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06903413,"threshold_uncertainty_score":0.50088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508899500397858,"score_gpt":0.2679031261439262,"score_spread":0.2528141311399476,"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."}}