{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889965,0.0001497373,0.0002522591,0.0001480131,0.0001183772,0.0001163508,0.00008526369,0.0001219566,0.0007834571],"category_scores_gemma":[0.0002613223,0.00003563952,0.000159624,0.0001146258,0.000138322,0.00008419251,0.0001346206,0.0001729633,0.00008766553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009157588,"about_ca_system_score_gemma":0.0001649001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056844,"about_ca_topic_score_gemma":0.0005203689,"domain_scores_codex":[0.9999357,0.00002712698,0.000006896489,0.000006162971,0.00001544352,0.000008495326],"domain_scores_gemma":[0.999891,0.0000285684,0.00003601454,0.000007041336,0.000006202294,0.00003116502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04944808,0.007513635,0.2310488,0.00101244,0.0005763566,0.0009245613,0.0002310427,0.0003560869,0.08627871,0.000284955,0.0006921263,0.6216332],"study_design_scores_gemma":[0.001376589,0.05006844,0.9313672,0.000117451,0.0002593496,0.001898616,0.0002851908,0.0005073129,0.009179533,0.0001849863,0.004734103,0.00002122117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878318,0.01128356,0.000267528,0.0001175448,0.00002838911,0.00001854564,0.00003518194,0.000005586358,0.0004118653],"genre_scores_gemma":[0.9949741,0.003847538,0.000505483,0.00009611069,0.0000421575,0.00002018453,0.00005364872,0.000001787506,0.0004589934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007834571,"threshold_uncertainty_score":0.002620876,"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."}}