{"id":"W4406598034","doi":"10.1503/cmaj.241452","title":"People living with diabetes mellitus","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute; Canadian Patient Safety Institute; Ottawa Hospital","funders":"National Institutes of Health; HLS Therapeutics; Société Francophone du Diabète; Novo Nordisk; Dexcom; Insulet Corporation; Diabetes Canada; Vertex Pharmaceuticals; Sanofi; Cystic Fibrosis Canada; Canadian Institutes of Health Research; Tandem Diabetes Care; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Alliance; Affect (linguistics); Diabetes mellitus; Computer science; Health care; Medicine; Medical education; World Wide Web; Psychology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002303914,0.0001612629,0.0002793164,0.0004743863,0.001794803,0.0007400354,0.0002583025,0.0006371199,0.02097828],"category_scores_gemma":[0.001658852,0.0001014684,0.0003724244,0.0008651282,0.0002934139,0.0008976656,0.001163145,0.001418815,0.002296029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517961,"about_ca_system_score_gemma":0.001179113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100578,"about_ca_topic_score_gemma":0.02209933,"domain_scores_codex":[0.9994556,0.0000827712,0.00003884065,0.00005260465,0.0002068123,0.0001633214],"domain_scores_gemma":[0.9995461,0.00003839608,0.0001022654,0.00001547701,0.0000687626,0.0002289985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281654,0.0009205407,0.3604744,0.0006368614,0.00009212551,0.002558315,0.00431873,0.0000567917,0.001068486,0.004911447,0.2719776,0.3528565],"study_design_scores_gemma":[0.00007901025,0.0003476362,0.557909,0.002171833,0.0001580717,0.005165254,0.01451859,0.0001229312,0.0001627696,0.004503101,0.4148208,0.00004093681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.466987,0.02878599,0.001132141,0.1289444,0.008763609,0.0005093599,0.003923515,0.0001605789,0.3607933],"genre_scores_gemma":[0.8040955,0.03530525,0.001143988,0.07162871,0.004743009,0.0004596628,0.002294194,0.00002922964,0.08030051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097828,"threshold_uncertainty_score":0.07017928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003816037710579498,"score_gpt":0.2196540604868386,"score_spread":0.215838022776259,"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."}}