{"id":"W3007443675","doi":"10.1093/jcag/gwz047.092","title":"A93 HEPATOCELLULAR CARCINOMA SCREENING IN PATIENTS WITH CIRRHOSIS FOLLOWED BY A GASTROENTEROLOGIST- A RETROSPECTIVE STUDY OF HEALTHCARE QUALITY","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Cirrhosis; Hepatocellular carcinoma; Internal medicine; Guideline; Retrospective cohort study; Population; Gastroenterology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001794801,0.0002799786,0.0004949933,0.002416699,0.0007811535,0.000961982,0.0004920653,0.0005283477,0.00205562],"category_scores_gemma":[0.003991467,0.0005082592,0.0008112321,0.003727567,0.0006192541,0.001031988,0.0009123941,0.0005183961,0.0003389853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009322966,"about_ca_system_score_gemma":0.0007201103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007461173,"about_ca_topic_score_gemma":0.006508375,"domain_scores_codex":[0.9976936,0.0005571245,0.0005285742,0.0004495282,0.0004321381,0.0003391428],"domain_scores_gemma":[0.9943947,0.000993865,0.003107504,0.0003207521,0.0006328431,0.0005502522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000290633,0.00001990919,0.9995654,0.00001226153,0.00002342051,0.00003712013,0.0000602594,0.000008450493,0.00002453697,0.000007663431,0.00002659762,0.0001853575],"study_design_scores_gemma":[0.00000660294,0.0001814002,0.9983793,0.0000214781,0.00003200096,0.0003318442,0.000693224,0.0001179785,0.00004045898,0.00001255421,0.0001767491,0.000006403629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988588,0.0003563339,0.00007582005,0.00003182652,0.000004805929,0.00002131865,0.0003687949,0.000001764263,0.0002805635],"genre_scores_gemma":[0.9995316,0.00008443067,0.00004550867,0.00002812186,0.000007309147,0.00001965594,0.0002467159,0.000001149034,0.00003546319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007461173,"threshold_uncertainty_score":0.01483548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596391289414428,"score_gpt":0.2404144041634941,"score_spread":0.2244504912693498,"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."}}