{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005178148,0.000264611,0.0009580928,0.001135547,0.0002401743,0.001425943,0.0003545862,0.0005050826,0.001144084],"category_scores_gemma":[0.01356242,0.0002012101,0.001461908,0.002514123,0.0003944109,0.0006853724,0.0004642292,0.0007809503,0.00009962309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451296,"about_ca_system_score_gemma":0.0003566405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000586641,"about_ca_topic_score_gemma":0.000837439,"domain_scores_codex":[0.9978435,0.001011543,0.0004372047,0.0002061421,0.0004255595,0.0000760058],"domain_scores_gemma":[0.981013,0.00881525,0.008361515,0.0004098039,0.0007274621,0.0006729395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001911265,0.00006267417,0.9901872,0.0002914802,0.001350499,0.00005569541,0.00003990204,0.00008721269,0.00004590696,0.00001676757,0.00008460202,0.00586679],"study_design_scores_gemma":[0.0003272418,0.001477777,0.9949656,0.0002355367,0.001688951,0.0004328508,0.000154006,0.0002016376,0.0000842251,0.00006924271,0.0003495625,0.0000134218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730637,0.02460972,0.0001840702,0.0002470071,0.00004449091,0.00004619436,0.0006928529,0.000005123312,0.001106763],"genre_scores_gemma":[0.9966645,0.002552239,0.0001309196,0.00007651885,0.00004353539,0.00002845463,0.0004525989,0.000001639889,0.00004966324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005178148,"threshold_uncertainty_score":0.027385,"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."}}