{"id":"W2943894557","doi":"10.1136/bmjopen-2018-027244","title":"Cohort profile: the Trivandrum non-alcoholic fatty liver disease (NAFLD) cohort","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Health Services and Delivery Research Programme","keywords":"Medicine; Fatty liver; Cohort; Population; Cohort study; Environmental health; Anthropometry; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004761264,0.0002549035,0.0004813311,0.0000462647,0.0001429715,0.0001443033,0.0004666357,0.0000611137,0.003143304],"category_scores_gemma":[0.00006810801,0.0001493725,0.0002155215,0.0001777552,0.00006966752,0.0002011555,0.0004716376,0.0001400988,0.003986295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155709,"about_ca_system_score_gemma":0.00047588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337213,"about_ca_topic_score_gemma":0.00001539441,"domain_scores_codex":[0.9981561,0.00009244551,0.0003047584,0.0005306128,0.0005528415,0.0003632364],"domain_scores_gemma":[0.9979208,0.0001035606,0.0001234439,0.00129692,0.0001105538,0.0004447876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007477803,0.0006906712,0.9622802,0.0001220053,0.0005550804,0.0002676694,0.0001028218,0.000002532426,0.0000165895,0.0002098382,0.033619,0.001385834],"study_design_scores_gemma":[0.003408697,0.0001892331,0.9864795,0.0002787438,0.0009994255,0.00001650997,0.00005209642,0.0003224547,0.00029155,0.00003401487,0.007706226,0.0002216002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095583,0.0003078753,0.000004697536,0.003363511,0.0003071848,0.03910523,0.0001392498,0.00004714653,0.04716682],"genre_scores_gemma":[0.977786,0.0001381695,0.0000902137,0.002709826,0.0002161075,0.006470781,0.0002946555,0.0000422702,0.01225196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06822773,"threshold_uncertainty_score":0.997768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166933983904044,"score_gpt":0.3618367086506318,"score_spread":0.3201673688115914,"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."}}