{"id":"W2808977183","doi":"10.2337/db18-290-or","title":"Relationship between Amount and Type of Dietary Fat, Postprandial Glycemia, and Insulin Requirements in Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Glycemic; Postprandial; Medicine; Type 1 diabetes; Endocrinology; Meal; Internal medicine; Type 2 diabetes; Diabetes mellitus; Bolus (digestion)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002060011,0.0002808561,0.0003377973,0.0004030208,0.0002205033,0.0004877736,0.0002638487,0.0006046887,0.001210761],"category_scores_gemma":[0.005603066,0.0003545286,0.0004007087,0.0005507704,0.0001471911,0.0004180043,0.0002173469,0.0008019823,0.000202248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976788,"about_ca_system_score_gemma":0.0001319254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043671,"about_ca_topic_score_gemma":0.001642877,"domain_scores_codex":[0.9990708,0.0005436203,0.0001100032,0.00009906077,0.0001361021,0.00004036633],"domain_scores_gemma":[0.9957282,0.002360368,0.001029907,0.0002387393,0.000258352,0.0003843579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003337051,0.0002849173,0.9895641,0.00003664317,0.0001640489,0.00005598329,0.00004598889,0.0001768535,0.0006546016,0.00001140378,0.0001111504,0.005557274],"study_design_scores_gemma":[0.00002322745,0.0005163368,0.9985436,0.000005167558,0.00006061603,0.000137141,0.00003829347,0.0004689647,0.0001045428,0.0000236594,0.00007407146,0.000004346108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972183,0.001509733,0.000262756,0.00008831939,0.00001526861,0.00001323313,0.0001386367,0.000007575846,0.0007462229],"genre_scores_gemma":[0.998694,0.0002515291,0.0005880956,0.00006931908,0.00002083263,0.00001121363,0.0001415047,0.000003982435,0.000219479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060011,"threshold_uncertainty_score":0.01089454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550157705557833,"score_gpt":0.3411899476475694,"score_spread":0.2656883705919911,"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."}}