{"id":"W4404538914","doi":"10.1016/j.jcjd.2024.09.056","title":"Diabetes Monitoring in Long-Term Care Facilities: A Retrospective Cohort Study in Ontario, Canada","year":2024,"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; Retrospective cohort study; Term (time); Cohort; Environmental health; Gerontology; Family medicine; Surgery; Internal medicine","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":[0.0009816408,0.0006416353,0.0009528375,0.001514596,0.004811326,0.002646865,0.002493395,0.0010094,0.002175671],"category_scores_gemma":[0.003108323,0.001193127,0.001240532,0.00791899,0.001107857,0.001038748,0.001576532,0.001434192,0.000316852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0325283,"about_ca_system_score_gemma":0.03699158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922247,"about_ca_topic_score_gemma":0.9959007,"domain_scores_codex":[0.9974902,0.0001945896,0.0002131598,0.0005201004,0.0006339075,0.0009479923],"domain_scores_gemma":[0.994684,0.0002512856,0.001498424,0.0002685083,0.002111032,0.001186753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005268084,0.00003418485,0.9975821,0.00002498728,0.00008166491,0.0001086384,0.0006460153,0.00003022031,0.00007128403,0.00004490609,0.0005908992,0.0007324794],"study_design_scores_gemma":[0.00001158362,0.00002935068,0.9974328,0.00004821029,0.00005956203,0.000072783,0.001675568,0.0001101697,0.00001886398,0.00001525482,0.0005137103,0.0000122624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913937,0.001221997,0.0002162274,0.0004119037,0.00003440046,0.0000965187,0.004824863,0.00001353384,0.001786835],"genre_scores_gemma":[0.9963446,0.0006543213,0.0002126625,0.0002207114,0.00001200945,0.00004188896,0.001559521,0.000009053007,0.0009452223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0325283,"threshold_uncertainty_score":0.2360104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061543209284369,"score_gpt":0.2359830109556751,"score_spread":0.2253675788628315,"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."}}