{"id":"W2019943219","doi":"10.1016/s1262-3636(07)70087-3","title":"Management of French patients with type 2 diabetes mellitus in medical general practice: Report of the Mediab observatory","year":2004,"lang":"en","type":"article","venue":"Diabetes & Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"Novo Nordisk","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Ambulatory; Odds ratio; Type 2 Diabetes Mellitus; Type 2 diabetes; Cross-sectional study; Internal medicine; Pediatrics; Endocrinology","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":[0.0009289724,0.0002568504,0.0001964932,0.0006106654,0.001159337,0.000665885,0.0003934536,0.001475841,0.001358719],"category_scores_gemma":[0.002787514,0.0002216925,0.0003776437,0.0006840234,0.0004215311,0.0003479906,0.0004572157,0.0006279814,0.0001314657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131941,"about_ca_system_score_gemma":0.002306043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09395725,"about_ca_topic_score_gemma":0.107483,"domain_scores_codex":[0.999191,0.0002582107,0.00007842424,0.00006681994,0.0001613113,0.0002443636],"domain_scores_gemma":[0.9980288,0.0003839587,0.0005749878,0.00004444262,0.0003330374,0.0006347242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002084452,0.0002991845,0.9704813,0.00009933135,0.00004349708,0.008454425,0.002064047,0.000121184,0.0009987978,0.00007934521,0.003277075,0.0138733],"study_design_scores_gemma":[0.00003123581,0.0002428733,0.9874357,0.00007393181,0.00003118461,0.004475294,0.003234283,0.0001262445,0.0001231138,0.00002568334,0.004185928,0.00001462092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855624,0.004487572,0.0001336622,0.006455922,0.0001051775,0.00003225283,0.0002942014,0.00001062504,0.002918124],"genre_scores_gemma":[0.9931178,0.00302173,0.0002925205,0.002284206,0.0002295477,0.00001917181,0.0002839043,0.0000060893,0.0007450581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09395725,"threshold_uncertainty_score":0.1868207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088202126143828,"score_gpt":0.2557365938587526,"score_spread":0.2469163812443698,"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."}}