{"id":"W2569694738","doi":"10.1136/bjsports-2016-096491","title":"Evidence that supports the prescription of low-carbohydrate high-fat diets: a narrative review","year":2017,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medical prescription; Narrative review; Medicine; Narrative; Carbohydrate; Food science; Chemistry; Internal medicine; Intensive care medicine; Pharmacology; Art; Literature","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003653517,0.0005898005,0.006781328,0.0002671226,0.0002313562,0.00003345369,0.0006330707,0.0002329294,0.0006447345],"category_scores_gemma":[0.003478759,0.0003466759,0.001097814,0.000307691,0.0008990773,0.0003404161,0.0001445735,0.001224231,0.000004754013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009337282,"about_ca_system_score_gemma":0.0006458254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056921,"about_ca_topic_score_gemma":0.000007908728,"domain_scores_codex":[0.9943816,0.0002430738,0.002745448,0.00040099,0.001812299,0.000416563],"domain_scores_gemma":[0.9891302,0.0002422409,0.008321097,0.0008048316,0.001182146,0.0003194602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004538594,0.00006325674,0.0000282142,0.05961733,0.0005963987,0.003343927,0.0003695216,2.503993e-8,0.000001962377,0.000008171023,0.1014279,0.8344979],"study_design_scores_gemma":[0.000412446,0.0001681023,0.003119123,0.5299752,0.00733555,0.002061727,0.0001424625,2.655611e-8,6.834547e-7,0.00005213037,0.4565834,0.000149123],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001039375,0.9921912,0.000006659977,0.001730316,0.003381928,0.001673671,0.00001960978,0.00001391599,0.0008787666],"genre_scores_gemma":[0.0009209449,0.9936774,0.00005700365,0.0004613932,0.002491766,0.00004163442,0.00004068862,0.00006627765,0.002242866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8343487,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900368887624963,"score_gpt":0.3699724537394666,"score_spread":0.270968764863217,"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."}}