{"id":"W4388271177","doi":"10.1016/j.jcjd.2023.10.182","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 Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Guideline; Diabetes mellitus; Intensive care 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":[0.002445607,0.0001838042,0.0005277829,0.0009956729,0.003284678,0.001702019,0.001744677,0.000731086,0.002643507],"category_scores_gemma":[0.01299576,0.0005043824,0.0008802623,0.003677015,0.0007153108,0.0005966813,0.001288796,0.00119798,0.0001621811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05419123,"about_ca_system_score_gemma":0.08358496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933208,"about_ca_topic_score_gemma":0.9966587,"domain_scores_codex":[0.9947002,0.0006244354,0.0006973362,0.0004096985,0.002475017,0.001093258],"domain_scores_gemma":[0.9851597,0.001236734,0.004171213,0.0003251134,0.005483631,0.003623588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873003,0.0002049159,0.962058,0.0002711877,0.0001640447,0.0002325804,0.005051096,0.0002749627,0.0001640802,0.0004360372,0.009160222,0.0217956],"study_design_scores_gemma":[0.00002621118,0.00004014394,0.9937136,0.0001593143,0.00004439747,0.00004351554,0.001780315,0.0002754112,0.00003295833,0.00003842167,0.003828922,0.00001673689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568477,0.002851864,0.0003015606,0.01094659,0.0001641321,0.0002621696,0.003669597,0.00004107657,0.02491532],"genre_scores_gemma":[0.993827,0.001228022,0.0005354184,0.001006608,0.00002788074,0.00007742472,0.00089178,0.00001241545,0.002393401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05419123,"threshold_uncertainty_score":0.3931867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468873160075299,"score_gpt":0.2906725098261581,"score_spread":0.2437851938186281,"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."}}