{"id":"W2912530494","doi":"10.1016/j.orcp.2016.10.078","title":"Early weight loss responders to liraglutide 3.0 mg had greater weight loss, regression to normoglycaemia, and reduced T2D development at 3 years vs early non-responders: SCALE Obesity and Prediabetes","year":2019,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Liraglutide; Prediabetes; Medicine; Internal medicine; Weight loss; Endocrinology; Type 2 diabetes; Obesity; Diabetes mellitus","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007345649,0.000534372,0.001055225,0.0006563309,0.0005061664,0.0003078858,0.0004942351,0.0004656902,0.0002701796],"category_scores_gemma":[0.003590077,0.0004469996,0.0001741443,0.0008739263,0.0004732081,0.0009855788,0.002098634,0.001326142,0.002804645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006052773,"about_ca_system_score_gemma":0.0003918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475709,"about_ca_topic_score_gemma":0.00006465751,"domain_scores_codex":[0.9924196,0.001197878,0.001023463,0.001811375,0.002058468,0.00148924],"domain_scores_gemma":[0.9926534,0.003278202,0.0002486987,0.001309101,0.0006743038,0.001836324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01482563,0.00144891,0.9356979,0.0002594298,0.0005255788,0.0006800656,0.001833138,5.122882e-7,0.0021284,0.00004088891,0.03149543,0.01106417],"study_design_scores_gemma":[0.004553532,0.003328219,0.8681567,0.0006644991,0.0002281893,0.00001828643,0.0002139697,0.00002219639,0.003180136,0.00006723477,0.1191112,0.0004558192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774967,0.0002624106,0.00001615675,0.01290081,0.0003009067,0.003236837,0.00001666528,0.0001034506,0.005666043],"genre_scores_gemma":[0.9442974,0.0006566509,0.00856924,0.001547304,0.0003080563,0.0001332316,0.00003696338,0.00008191265,0.04436923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08761574,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604866068584114,"score_gpt":0.3813287754634923,"score_spread":0.3352801147776512,"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."}}