{"id":"W2022521979","doi":"10.2337/diacare.28.3.761","title":"The Burden of Treatment Failure in Type 2 Diabetes","year":2005,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Pfizer Health Research Foundation","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Internal medicine; Intensive care medicine; 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":[0.005139921,0.0003318758,0.0009689876,0.0008516216,0.003099605,0.00276591,0.001027358,0.0173823,0.005832751],"category_scores_gemma":[0.03401308,0.0003651062,0.0006118652,0.001077958,0.001739704,0.003425359,0.001417433,0.01586099,0.002287659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003585665,"about_ca_system_score_gemma":0.002595097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525197,"about_ca_topic_score_gemma":0.01430422,"domain_scores_codex":[0.9944296,0.002968346,0.0004064738,0.0003849252,0.001334219,0.0004764956],"domain_scores_gemma":[0.9819203,0.01075685,0.002487781,0.0004418238,0.001771377,0.002621923],"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":[0.0001653464,0.00005506409,0.007803716,0.000144781,0.00003917643,0.0010601,0.0001998241,0.00005925373,0.00008583866,0.002338623,0.9402995,0.04774876],"study_design_scores_gemma":[0.0005268082,0.0004796697,0.05294615,0.002749086,0.0001781628,0.0102246,0.002148062,0.00146722,0.0001919467,0.02749747,0.9013934,0.0001975406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001445154,0.005969201,0.00006799714,0.9832568,0.006469726,0.000003960653,0.00006367827,0.00001091935,0.002712575],"genre_scores_gemma":[0.02593431,0.007818945,0.0001637082,0.902269,0.06206016,0.00002650754,0.00008178221,0.00001601445,0.001629564],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0173823,"threshold_uncertainty_score":0.02718282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423291663050961,"score_gpt":0.2674564246458228,"score_spread":0.2532235080153131,"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."}}