{"id":"W1910689459","doi":"","title":"Type 2 diabetes in family practice. Room for improvement.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Glycemic; Microalbuminuria; Diabetes mellitus; Observational study; Internal medicine; Blood pressure; Type 2 diabetes; Clinical Practice; Type 2 Diabetes Mellitus; Diabetes management; Pediatrics; Family medicine; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227639,0.0001410517,0.0003600367,0.0001151875,0.00003513445,0.00002981096,0.00006724765,0.00009255235,0.0000128385],"category_scores_gemma":[0.002346931,0.0001273979,0.0001796387,0.0002575257,0.00002412182,0.0001517308,0.0000162123,0.0001413341,0.00001899894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009102671,"about_ca_system_score_gemma":0.00006477929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00028204,"about_ca_topic_score_gemma":0.000063912,"domain_scores_codex":[0.9986033,0.00005985017,0.0002359023,0.000288136,0.0002495923,0.0005632241],"domain_scores_gemma":[0.9991564,0.0001212686,0.00006504806,0.0003677358,0.0001359208,0.0001536923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000980638,0.0002608459,0.006171291,0.0001251039,0.0003224292,0.00001076134,0.00004479405,0.000004165864,0.000224888,0.0001959438,0.003186637,0.9893551],"study_design_scores_gemma":[0.003488156,0.0002205189,0.3108266,0.0000209307,0.0002672173,0.000002966117,0.0001852376,0.00002312161,0.007527161,0.0003653153,0.6768675,0.0002053464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604055,0.006864088,0.0001018765,0.0006760511,0.0008544543,0.004410536,0.000009443883,0.00008767461,0.02659036],"genre_scores_gemma":[0.9913029,0.0001671985,0.001247291,0.001765547,0.0002397678,0.003651967,0.00002261988,0.0000431877,0.001559528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9891497,"threshold_uncertainty_score":0.5195134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075536208668066,"score_gpt":0.2415308581678746,"score_spread":0.220775496081194,"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."}}