{"id":"W2766928346","doi":"10.1201/9780203747445-14","title":"Methods for Investigation of Protein and Amino Acid Metabolism in Diabetes Mellitus","year":2017,"lang":"en","type":"book","venue":"","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Diabetes mellitus; Metabolism; Amino acid metabolism; Chemistry; Protein metabolism; Biochemistry; Medicine; Internal medicine; Endocrinology","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":[0.0006818586,0.001824337,0.001175094,0.002358529,0.0004019749,0.001118407,0.001439292,0.00108333,0.0131488],"category_scores_gemma":[0.0006365505,0.0005835504,0.0007755377,0.001523215,0.0015652,0.002259927,0.001200542,0.003380175,0.01202489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254751,"about_ca_system_score_gemma":0.0005415037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005242624,"about_ca_topic_score_gemma":0.0009185292,"domain_scores_codex":[0.9997743,0.00003242549,0.00001728785,0.00003847296,0.0001249314,0.00001270451],"domain_scores_gemma":[0.9996665,0.0002214135,0.00001462338,0.00002596065,0.0000473049,0.0000242121],"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":[0.0001745314,0.0001106181,0.0001718088,0.002120051,0.00005804887,0.0003070612,0.00010662,0.0006682152,0.0167604,0.08043072,0.2414286,0.6576633],"study_design_scores_gemma":[0.0000183034,0.00003833579,0.0002100853,0.0002397603,0.00001566384,0.0007930647,0.00001524034,0.0002243417,0.001966891,0.02789587,0.968566,0.00001631882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0006617504,0.8115208,0.05113947,0.004094903,0.01313977,0.0001437243,0.000367207,0.0006059933,0.1183263],"genre_scores_gemma":[0.005003502,0.6225163,0.05864628,0.004474933,0.008740596,0.0005526495,0.0006260966,0.0003818662,0.2990577],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0131488,"threshold_uncertainty_score":0.04398715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600337989683395,"score_gpt":0.2928122875562628,"score_spread":0.2768089076594288,"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."}}