{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008194791,0.0003864596,0.0003664772,0.000760564,0.0009935749,0.0006887899,0.0007742223,0.0004866089,0.004481427],"category_scores_gemma":[0.001521721,0.000294434,0.0006097654,0.00147917,0.0001525648,0.0003683769,0.0009697038,0.0008977858,0.001852145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099944,"about_ca_system_score_gemma":0.00102524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371324,"about_ca_topic_score_gemma":0.017812,"domain_scores_codex":[0.9995624,0.00009226349,0.00004237073,0.000108384,0.0001064115,0.00008809596],"domain_scores_gemma":[0.9991745,0.00003489172,0.0001303753,0.0002352968,0.000222198,0.0002027356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003295842,0.0003281672,0.9531518,0.0002155245,0.0003644818,0.001003351,0.0006532022,0.0003007768,0.003320192,0.0006398764,0.02493434,0.01179241],"study_design_scores_gemma":[0.0004385404,0.0005995668,0.9774304,0.0001264499,0.0003161364,0.002567854,0.0007127397,0.0004087774,0.0005923935,0.0002773177,0.01648554,0.00004428606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845521,0.0007283537,0.002478805,0.001007102,0.0002388768,0.001889268,0.1011335,0.0001560169,0.007816158],"genre_scores_gemma":[0.9068129,0.0007997933,0.004082444,0.0008928829,0.00020531,0.002589191,0.07386684,0.0001037896,0.0106469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371324,"threshold_uncertainty_score":0.02726686,"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."}}