{"id":"W2980912411","doi":"10.3138/canlivj.2019-0005","title":"Seasonal variability in the activity of common chronic liver diseases","year":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Internal medicine; Liver disease; Fatty liver; Chronic liver disease; Dyslipidemia; Immune system; Alcoholic liver disease; Vitamin D and neurology; Obesity; Physiology; Gastroenterology; Disease; Immunology; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004192652,0.00008652391,0.0001310429,0.0004700412,0.0002214223,0.000275713,0.0001746739,0.000138209,0.001504921],"category_scores_gemma":[0.001346103,0.0000797869,0.000144972,0.0006673721,0.0001452419,0.0001499396,0.0001791796,0.0001743111,0.0001118667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050402,"about_ca_system_score_gemma":0.0004167979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05013003,"about_ca_topic_score_gemma":0.07816593,"domain_scores_codex":[0.999732,0.00005249975,0.00003104518,0.00007187269,0.00005220528,0.00006047134],"domain_scores_gemma":[0.998857,0.0001784088,0.0004797863,0.00007057455,0.0002338431,0.0001803959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003835975,0.000005680886,0.997635,0.00000951962,0.00002358158,0.00001672598,0.00005676605,0.00003197912,0.0002624618,0.00001914911,0.0001321088,0.001768595],"study_design_scores_gemma":[4.445481e-7,0.000006501096,0.999731,0.000001975081,0.000003119248,0.00003076375,0.0000334188,0.00003554127,0.00001881942,0.000004854565,0.0001330467,6.09737e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956749,0.0005784964,0.0002500618,0.00009473343,0.00001276412,0.00001573837,0.001698616,0.000008609022,0.00166598],"genre_scores_gemma":[0.9991511,0.0001063053,0.00009242327,0.00001955801,0.000009107463,0.000004303801,0.0004873089,0.000001324483,0.0001286393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05013003,"threshold_uncertainty_score":0.09967649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184843095906135,"score_gpt":0.2349005007202817,"score_spread":0.2230520697612204,"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."}}