{"id":"W6995709454","doi":"","title":"POST-OPERATIVE LIVER DECOMPENSATION EVENTS FOLLOWING PARTIAL HEPATECTOMY AMONG PATIENTS WITH CIRRHOSIS AND HEPATOCELLULAR CARCINOMA","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Hepatocellular carcinoma; Decompensation; Proportional hazards model; Population; Retrospective cohort study; Cohort; Cohort study; Hepatectomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002889023,0.0002293575,0.000728571,0.001616588,0.0001796394,0.0005374026,0.0004498895,0.0003586402,0.0009124011],"category_scores_gemma":[0.01468904,0.0001855583,0.001643619,0.002096142,0.00029775,0.0004428848,0.0003936328,0.0003786877,0.00005401685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156938,"about_ca_system_score_gemma":0.002797429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958846,"about_ca_topic_score_gemma":0.03696819,"domain_scores_codex":[0.9984394,0.0005245365,0.0004145822,0.0001685793,0.0003742889,0.00007865786],"domain_scores_gemma":[0.9882138,0.005964788,0.004797314,0.0001825808,0.0006970814,0.0001444679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001468198,0.00006552922,0.8246955,0.08666933,0.01106576,0.0002521266,0.0005291502,0.000456508,0.0001468832,0.0003254686,0.001637212,0.07268836],"study_design_scores_gemma":[0.0001726815,0.0004734499,0.9517154,0.02928451,0.01231504,0.0005272948,0.0005114107,0.0003824606,0.0001410977,0.0002915155,0.004153118,0.00003204966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3891192,0.6032054,0.0002908606,0.001365942,0.00009430127,0.0002378877,0.004241211,0.00000857417,0.001436646],"genre_scores_gemma":[0.8698077,0.1274409,0.0004035531,0.0003218913,0.0001317056,0.0001566984,0.001580818,0.000002394542,0.0001543974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01958846,"threshold_uncertainty_score":0.03894889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066742667644552,"score_gpt":0.187062845143871,"score_spread":0.1763954184674255,"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."}}