{"id":"W4281731180","doi":"10.1111/dar.13482","title":"Alcohol‐related liver disease mortality and missed opportunities in secondary care: A United Kingdom retrospective observational study","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; University of Nottingham","keywords":"Observational study; Medicine; Retrospective cohort study; Disease; Liver disease; Alcoholic liver disease; Family medicine; Emergency medicine; Gerontology; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962239,0.0005146607,0.001040924,0.002169415,0.0009021169,0.001340861,0.0009616023,0.0008513534,0.00249583],"category_scores_gemma":[0.006212183,0.0009156081,0.0009987715,0.004288801,0.000729308,0.001141351,0.002375287,0.0008694449,0.0004873642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424234,"about_ca_system_score_gemma":0.001789274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1307429,"about_ca_topic_score_gemma":0.1517937,"domain_scores_codex":[0.9963596,0.001219347,0.0008374476,0.0006442413,0.0004948561,0.0004444382],"domain_scores_gemma":[0.9907493,0.001284375,0.004898954,0.0006298404,0.001307009,0.001130571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005167767,0.00002685749,0.9985025,0.0001076335,0.00007075776,0.000135326,0.000299534,0.00002537271,0.00005860255,0.00001352667,0.0002851878,0.0004231271],"study_design_scores_gemma":[0.00001312469,0.00008952755,0.9985465,0.000104802,0.0000379247,0.0002543841,0.0005765292,0.00009202059,0.00001892539,0.000007366537,0.0002520473,0.000006786825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937267,0.00152127,0.0001717541,0.000169155,0.00001571464,0.0001272972,0.003722285,0.000006493749,0.0005392721],"genre_scores_gemma":[0.997265,0.0005175219,0.0001425239,0.0001719226,0.00001447622,0.00008653569,0.001665845,0.00000325207,0.000132913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307429,"threshold_uncertainty_score":0.2599637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4230221323538658,"score_gpt":0.4339510642708317,"score_spread":0.01092893191696592,"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."}}