{"id":"W4387338126","doi":"10.1016/j.cjca.2023.06.191","title":"ADHERENCE TO GUIDELINE-RECOMMENDED MONITORING OF IMPORTANT PARAMETERS RELATING TO DIABETES MELLITUS IN ONTARIO","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Guideline; Diabetes mellitus; Incidence (geometry); Intensive care medicine; Clinical Practice; MEDLINE; Emergency medicine; Environmental health; Family medicine; Pathology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002268873,0.0001847231,0.000529992,0.001005593,0.003247099,0.001717496,0.001672363,0.0007109698,0.002591339],"category_scores_gemma":[0.01308154,0.0005119657,0.0008858379,0.003624186,0.0007077884,0.0005781309,0.001271309,0.001178315,0.0001640887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05230911,"about_ca_system_score_gemma":0.07837109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928195,"about_ca_topic_score_gemma":0.9964175,"domain_scores_codex":[0.9949551,0.0006077941,0.0006926863,0.0004240937,0.002271359,0.001049015],"domain_scores_gemma":[0.9845537,0.001351904,0.004457009,0.0003575381,0.005679474,0.00360043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733451,0.0001680447,0.9673241,0.0002276247,0.0001656707,0.0002338529,0.004623851,0.0002655367,0.0001650067,0.0004587461,0.007723772,0.01847041],"study_design_scores_gemma":[0.00002473191,0.00003810037,0.9938875,0.0001500273,0.00004593083,0.00004619233,0.001779615,0.0002884836,0.00003413693,0.0000422579,0.003645719,0.00001730586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578077,0.002593245,0.0003362094,0.01088168,0.0001590827,0.0002425976,0.003933464,0.00004028782,0.02400581],"genre_scores_gemma":[0.9941857,0.001078044,0.0005412543,0.001009383,0.00002887396,0.00006946506,0.0008531801,0.00001262702,0.002221302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05230911,"threshold_uncertainty_score":0.379531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512115592000568,"score_gpt":0.3207723363800351,"score_spread":0.2556511804600294,"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."}}