{"id":"W4317791643","doi":"10.3138/canlivj-2022-0041","title":"Priority actions for elevating liver health in Canada: A call to action","year":2023,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Credit Valley Hospital; Trillium Health Centre; York University; Foothills Medical Centre; Toronto Liver Centre; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Eisai; Gilead Sciences","keywords":"Call to action; Psychosocial; Multidisciplinary approach; Medicine; Action (physics); Liver disease; Identification (biology); Principal (computer security); Health care; Disease; Chronic liver disease; Business; Environmental health; Political science; Economic growth; Pathology; Psychiatry; Computer science; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002081908,0.00007628801,0.0001378974,0.0003776922,0.0002430246,0.00002086536,0.00004553086,0.00003171178,0.00006402349],"category_scores_gemma":[0.0000268501,0.00008041107,0.00004330488,0.0003442852,0.000005679508,0.0001137903,0.000002967972,0.000224067,0.00002482421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003334135,"about_ca_system_score_gemma":0.01271208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859771,"about_ca_topic_score_gemma":0.9994144,"domain_scores_codex":[0.99911,0.00003366313,0.0001903684,0.0001263899,0.0001397208,0.0003998596],"domain_scores_gemma":[0.9986952,0.00004943513,0.00004810964,0.00006989764,0.00009899105,0.001038396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008086758,0.0001108666,0.4513306,0.001312246,0.0007679226,0.005265719,0.01312236,0.001339941,0.001020228,0.000691445,0.3061124,0.2181175],"study_design_scores_gemma":[0.0009229553,0.0001008406,0.9802045,0.0001887283,0.00007591568,0.0002304153,0.0008349766,0.001538458,0.00005470743,0.0000267419,0.01571416,0.0001076109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884798,0.0001665688,0.0003954413,0.009461786,0.0004878239,0.0005867208,0.0002284609,0.00001915351,0.000174235],"genre_scores_gemma":[0.9955106,0.0003256705,0.0002985815,0.003179488,0.000316913,0.00001605395,0.00006908292,0.00001416137,0.000269415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288739,"threshold_uncertainty_score":0.9928849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389808048683354,"score_gpt":0.3193594578952003,"score_spread":0.2454613774083667,"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."}}