{"id":"W1978614560","doi":"10.3810/pgm.2014.10.2824","title":"Weight Change in Patients with Type 2 Diabetes Starting Basal Insulin Therapy: Correlates and Impact on Outcomes","year":2014,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada)","funders":"Sanofi","keywords":"Medicine; Insulin glargine; Glycated hemoglobin; Hypoglycemia; Internal medicine; Insulin; Weight gain; Diabetes mellitus; Adverse effect; Weight change; Type 2 diabetes; Basal (medicine); Type 2 Diabetes Mellitus; Weight loss; Endocrinology; Body weight; Obesity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508583,0.0002474172,0.0005099379,0.000384467,0.00005258404,0.00001468125,0.00008278858,0.0000546943,0.0001179558],"category_scores_gemma":[0.0002639119,0.0001229096,0.00003159913,0.0003990357,0.0001284475,0.00009339121,0.00004750339,0.00027509,0.00003102441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004174538,"about_ca_system_score_gemma":0.00001334687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006908675,"about_ca_topic_score_gemma":0.000009602882,"domain_scores_codex":[0.9984073,0.00008421655,0.0002476623,0.000289298,0.0005108709,0.0004606748],"domain_scores_gemma":[0.9991525,0.0002060082,0.0000838058,0.0002501602,0.0001209601,0.0001865067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006916983,0.0002125395,0.92448,0.00005776984,0.000101522,0.000005962314,0.0003877758,6.583303e-7,0.00004649428,0.00002624493,0.0004708829,0.0735185],"study_design_scores_gemma":[0.008134643,0.007967714,0.9813268,0.0004785117,0.0000432136,7.982108e-8,0.00002332579,0.001222249,0.00005731013,0.0001598916,0.0004432934,0.0001429643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987029,0.0005233045,0.000001054678,0.01046582,0.0001565401,0.0007260061,0.00000217916,0.0000433852,0.001052732],"genre_scores_gemma":[0.9967709,0.0001449429,0.00002169765,0.002519228,0.0001613264,0.00001905248,0.00007764382,0.00003801952,0.0002471502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07337553,"threshold_uncertainty_score":0.5012106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529426254610951,"score_gpt":0.2972835951894054,"score_spread":0.2719893326432959,"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."}}