{"id":"W4311678774","doi":"10.1245/s10434-022-12966-3","title":"ASO Author Reflections: Viral Hepatitis on Post-Hepatectomy Outcomes in the Direct-Acting Antivirals Era","year":2022,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Surgical oncology; Medicine; Hepatectomy; Virology; Hepatitis C; Viral hepatitis; General surgery; Intensive care medicine; Internal medicine; Surgery; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00344728,0.0005445752,0.001221366,0.000679852,0.003234401,0.003874421,0.001428587,0.02886121,0.009750008],"category_scores_gemma":[0.028171,0.0004737247,0.001105368,0.0009328821,0.001443896,0.002809541,0.001555331,0.02866005,0.005502867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003902402,"about_ca_system_score_gemma":0.008199128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307385,"about_ca_topic_score_gemma":0.02233606,"domain_scores_codex":[0.9972163,0.0009342948,0.0003042148,0.0002725066,0.0007163367,0.0005563131],"domain_scores_gemma":[0.9836473,0.008665991,0.001025537,0.0003239462,0.00296184,0.003375385],"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":[0.00004781191,0.00003727728,0.001633458,0.00002514148,0.0000122482,0.0004449394,0.00008964537,0.00003679101,0.00003659729,0.0008051577,0.9924487,0.004382153],"study_design_scores_gemma":[0.0003137802,0.0001434088,0.005876383,0.0008921893,0.00010084,0.001546877,0.001915192,0.0006058426,0.0002729488,0.008048012,0.9801359,0.000148542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000434585,0.0004350334,0.00001787178,0.9806936,0.01672916,0.000003362136,0.00007770333,0.000007463081,0.001601157],"genre_scores_gemma":[0.00455425,0.001062184,0.00007603795,0.9539136,0.03516839,0.00002125219,0.00005024086,0.00001303302,0.005141015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02886121,"threshold_uncertainty_score":0.03261703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052769796054684,"score_gpt":0.4154264091219671,"score_spread":0.3101494295164987,"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."}}