{"id":"W3084324269","doi":"10.3390/nu12092748","title":"Very Low-Carbohydrate Ketogenic Diet for the Treatment of Severe Obesity and Associated Non-Alcoholic Fatty Liver Disease: The Role of Sex Differences","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"Diet and metabolism studies","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Perugia","keywords":"Fatty liver; Internal medicine; Steatosis; Ketogenic diet; Medicine; Endocrinology; Weight loss; Obesity; Menopause; Physiology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060931,0.0001389644,0.0003816284,0.00001702767,0.0001116243,0.000007292365,0.00008992672,0.00003819358,0.000006541608],"category_scores_gemma":[0.00008500146,0.00006900385,0.0001530228,0.00013443,0.0001339532,0.00002714851,0.00004797628,0.00004312751,0.000001635084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001819652,"about_ca_system_score_gemma":0.00003461938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006118714,"about_ca_topic_score_gemma":0.000009290065,"domain_scores_codex":[0.9992518,0.00003359013,0.0001757848,0.00016956,0.0002037918,0.0001654212],"domain_scores_gemma":[0.9993464,0.0001874155,0.0001162531,0.0001665971,0.00008689742,0.00009641484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001464144,0.0009655806,0.9843473,0.0001293925,0.0008082917,0.000002164488,0.006514773,0.000001152189,0.001317534,0.00004032737,0.0001890581,0.00422024],"study_design_scores_gemma":[0.00229227,0.0007195826,0.9907464,0.00005128744,0.0009000074,6.87702e-8,0.0006029924,0.0005374719,0.002005413,0.0001583829,0.001916012,0.00007011477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899487,0.008447586,0.000004366421,0.0003710069,0.00009123357,0.0008429854,0.0001804379,0.00001196743,0.0001016644],"genre_scores_gemma":[0.9933662,0.006204857,0.000007373581,0.0001133582,0.00009426902,0.00007293349,0.00001677249,0.000009596625,0.0001146435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006399055,"threshold_uncertainty_score":0.2813895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187547263415052,"score_gpt":0.2476549539670293,"score_spread":0.2257794813328788,"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."}}