{"id":"W2141749844","doi":"10.1503/cmaj.130185","title":"Approach to the patient with atypical diabetes","year":2014,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Insulin; Action (physics); Medicine; Bioinformatics; Endocrinology; Computer science; Internal medicine; Intensive care medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002600653,0.0002638108,0.001079518,0.0003942853,0.0002995732,0.0001877809,0.0004596158,0.0005378786,0.0008686029],"category_scores_gemma":[0.001758726,0.0001291274,0.0003313396,0.0005981672,0.00005475388,0.00003449337,0.00005824282,0.002347963,0.0007138409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198147,"about_ca_system_score_gemma":0.003725899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005035403,"about_ca_topic_score_gemma":0.0006973799,"domain_scores_codex":[0.9952358,0.0004527874,0.0005708506,0.0002670675,0.002605616,0.0008678663],"domain_scores_gemma":[0.9959692,0.0002880689,0.0002762859,0.0002650914,0.0003231074,0.002878195],"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":[0.000002540137,0.00003003489,0.0002500429,0.0007274693,0.0003748962,0.00006168644,0.0000270567,4.275988e-7,8.137375e-10,0.00006869041,0.2512339,0.7472232],"study_design_scores_gemma":[0.0002635815,0.0002090521,0.0001583315,0.004488694,0.0004419792,0.00008448196,0.00003076388,0.00004834973,1.07319e-8,0.000005329896,0.9941062,0.0001631832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005852664,0.9461008,0.00007732434,0.02048237,0.0006474326,0.001382027,0.00001971125,0.00002366489,0.03120819],"genre_scores_gemma":[0.0001172194,0.9723313,0.0002328303,0.01638144,0.005157645,0.000165969,0.0001118241,0.00008971312,0.005412056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7470601,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186121259933585,"score_gpt":0.2798288996565121,"score_spread":0.2612167736631537,"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."}}