{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02161975,0.00213429,0.00347237,0.004517639,0.02035621,0.01554314,0.009536001,0.03043701,0.02558732],"category_scores_gemma":[0.04759542,0.00126582,0.005820194,0.004262655,0.01015197,0.008752229,0.01282862,0.03771056,0.003836159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08686965,"about_ca_system_score_gemma":0.6525957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.936955,"about_ca_topic_score_gemma":0.9604163,"domain_scores_codex":[0.9699757,0.005678331,0.001892148,0.001122493,0.01025783,0.01107348],"domain_scores_gemma":[0.7834868,0.01598963,0.003629873,0.002290409,0.07078788,0.1238154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009059173,0.0002321206,0.004420509,0.001428897,0.0001188953,0.0007419675,0.001193668,0.0004999,0.0004292696,0.006294949,0.9335262,0.0510231],"study_design_scores_gemma":[0.000367301,0.0002113067,0.02286469,0.0095156,0.0003138786,0.0005832373,0.01458747,0.001419492,0.0004810136,0.01588131,0.9332723,0.0005023757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001209414,0.01703307,0.0008571421,0.9633898,0.009493927,0.0001603638,0.0004894316,0.0002851654,0.007081688],"genre_scores_gemma":[0.03416726,0.04425465,0.02656206,0.8663571,0.007912153,0.0006135841,0.00188038,0.0002155321,0.01803724],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9131303,"threshold_uncertainty_score":0.6302863,"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."}}