{"id":"W234112087","doi":"","title":"Highlights of the 2003 Clinical Practice Guidelines for the prevention and management of diabetes in Canada.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Diabetes mellitus; Diabetes management; Medicine; Family medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008268798,0.0010231,0.001262892,0.004407043,0.003369242,0.004202831,0.004183702,0.007591608,0.007328254],"category_scores_gemma":[0.0271869,0.0006580295,0.001224594,0.007107471,0.002000585,0.001403273,0.001419192,0.01043567,0.001925976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04037329,"about_ca_system_score_gemma":0.1600503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9011385,"about_ca_topic_score_gemma":0.9512454,"domain_scores_codex":[0.9909349,0.001242692,0.001379123,0.0003210861,0.005041667,0.001080586],"domain_scores_gemma":[0.9225541,0.006314491,0.003371482,0.0005589777,0.05373812,0.0134629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005500767,0.00006286124,0.00208355,0.0005951245,0.00002118575,0.0002683895,0.0002077065,0.0001559741,0.000127106,0.0006635722,0.9467998,0.0489599],"study_design_scores_gemma":[0.0001033545,0.00006453312,0.03181903,0.004829815,0.0001409959,0.0005245943,0.001246178,0.0004382288,0.0002860604,0.0007426286,0.959694,0.0001104262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003213423,0.06341321,0.002036321,0.8366268,0.05112306,0.0008401066,0.005421785,0.0002685459,0.03705671],"genre_scores_gemma":[0.06118648,0.2480413,0.03428659,0.4740548,0.06386256,0.001749258,0.02232634,0.0004709059,0.09402179],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09886152,"threshold_uncertainty_score":0.2929301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983368997637153,"score_gpt":0.3449380699495925,"score_spread":0.275104379973221,"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."}}