{"id":"W2011306211","doi":"10.1093/fampra/19.4.344","title":"The role of patient, physician and systemic factors in the management of type 2 diabetes mellitus","year":2002,"lang":"en","type":"article","venue":"Family Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Diabetes mellitus; Family medicine; Disease management; Qualitative research; Type 2 Diabetes Mellitus; Disease; Transferability; Chronic disease; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006365905,0.0001706902,0.0002919295,0.0003406592,0.001662238,0.001659853,0.0002966973,0.0006008444,0.002601531],"category_scores_gemma":[0.01639652,0.0001284803,0.0001924483,0.0003118261,0.001950771,0.0009624656,0.001158685,0.0007453028,0.00009156723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177558,"about_ca_system_score_gemma":0.002989456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385711,"about_ca_topic_score_gemma":0.003655473,"domain_scores_codex":[0.9915182,0.007171178,0.0002391883,0.00022919,0.0005130238,0.0003292212],"domain_scores_gemma":[0.9791009,0.01677596,0.001991409,0.0002003547,0.0005278232,0.001403513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000341763,0.0004669079,0.604728,0.001502335,0.0002016271,0.004356626,0.2491322,0.0004081901,0.001323123,0.003050799,0.004433707,0.1300547],"study_design_scores_gemma":[0.00009312852,0.001401365,0.4870072,0.003219787,0.0003990626,0.01183701,0.4244646,0.0009929825,0.001196328,0.005945825,0.06329779,0.0001449292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732401,0.005752519,0.001767648,0.01153017,0.00008985517,0.00005844351,0.00004986049,0.00001506627,0.007496255],"genre_scores_gemma":[0.9978052,0.0008794248,0.0005779554,0.0004869266,0.00002652368,0.00001901903,0.00000663214,0.000002219693,0.0001960131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006365905,"threshold_uncertainty_score":0.03366655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687634008940095,"score_gpt":0.2496319199484981,"score_spread":0.2327555798590971,"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."}}