{"id":"W2006676076","doi":"10.1111/jhn.12145","title":"Meal replacement reduces insulin requirement, HbA1c and weight long‐term in type 2 diabetes patients with >100 U insulin per day","year":2013,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; Insulin; Type 2 diabetes; Internal medicine; Meal; Body mass index; Diabetes mellitus; Endocrinology; Waist; Weight loss; 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":[0.0002002256,0.0001369219,0.0002003384,0.0001215063,0.00007542405,0.00006208445,0.00007154149,0.00009264018,0.00004303918],"category_scores_gemma":[0.00003027072,0.0001097228,0.00003315763,0.00006286062,0.00008982112,0.00003282618,0.00004509288,0.0001011306,0.000001036268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001364854,"about_ca_system_score_gemma":0.00001637685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002639777,"about_ca_topic_score_gemma":0.00001035768,"domain_scores_codex":[0.9990167,0.00007892798,0.0003792811,0.0001758516,0.0001838444,0.0001653894],"domain_scores_gemma":[0.9992753,0.000009902888,0.0002198214,0.0001129092,0.0002712065,0.0001108196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00159927,0.003765274,0.2856397,0.0006952612,0.0002285034,0.00001158685,0.0005604193,0.000002144743,0.6639171,0.0001127437,0.01800592,0.02546203],"study_design_scores_gemma":[0.01079552,0.00416428,0.9235348,0.0004484223,0.00007728828,0.000008459615,0.00009500907,0.000008209474,0.0492447,0.0004893899,0.01079934,0.000334547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916511,0.007601298,0.00001429394,0.0003098764,0.0001192059,0.0002273743,0.000008591974,0.000002665661,0.00006554758],"genre_scores_gemma":[0.990446,0.008495677,0.0005121796,0.0001557831,0.0002527754,0.000009384184,0.00008521973,0.00001359555,0.00002934749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6378951,"threshold_uncertainty_score":0.4474366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158997845139716,"score_gpt":0.2477721798851882,"score_spread":0.236182201433791,"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."}}