{"id":"W4383760643","doi":"10.3138/canlivj-2022-0033","title":"Canadian trends in spending on liver hospitalizations and transplants: 2004–2020","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":"Institute for Clinical Evaluative Sciences; Université Laval; University of Waterloo; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Demography; Liver disease; Incidence (geometry); Inpatient care; Health care; Psychological intervention; Population; Health spending; Emergency medicine; Environmental health; Gerontology; Internal medicine; Health services","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001209236,0.0001242721,0.0001434726,0.001580763,0.0002266063,0.00005986386,0.00006488325,0.00008242149,0.001096904],"category_scores_gemma":[0.000005817693,0.0001257105,0.00005366421,0.0006290803,0.00002866895,0.0001762442,0.000001815501,0.0002594508,0.0001448748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410095,"about_ca_system_score_gemma":0.0006165258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4361455,"about_ca_topic_score_gemma":0.9250195,"domain_scores_codex":[0.9990185,0.00003418171,0.0001683089,0.0001743951,0.000156577,0.00044801],"domain_scores_gemma":[0.9983041,0.00002264387,0.00002564697,0.000073221,0.00002956658,0.001544784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246597,0.00004614881,0.8825538,0.0001349189,0.0003773877,0.06338511,0.008686546,0.0002277111,0.00006224448,0.001502815,0.0257885,0.01711018],"study_design_scores_gemma":[0.001100932,0.00009852861,0.9937012,0.0002709274,0.0001974342,0.0008086778,0.0003052545,0.0006545295,0.00001680524,0.00005384313,0.002636403,0.0001555022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890137,0.0007426837,0.00001081967,0.002445122,0.0002404393,0.0001440199,0.0004040588,0.00002571312,0.00697349],"genre_scores_gemma":[0.9961911,0.001614918,0.00002090215,0.0007658828,0.0001853075,0.000003108893,0.0002202695,0.00002066444,0.0009777889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.488874,"threshold_uncertainty_score":0.9998162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570195225764169,"score_gpt":0.2435225165956641,"score_spread":0.2278205643380224,"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."}}