{"id":"W4302761323","doi":"10.1177/17562848221100106","title":"Impact of NAFLD on clinical outcomes in hepatocellular carcinoma treated with sorafenib: an international cohort study","year":2022,"lang":"en","type":"article","venue":"Therapeutic Advances in Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sorafenib; Hepatocellular carcinoma; Internal medicine; Nonalcoholic fatty liver disease; Hazard ratio; Gastroenterology; Proportional hazards model; Cohort; Liver cancer; Liver disease; Confidence interval; Oncology; Fatty liver; Surgery; Disease","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":[0.001314566,0.0004175531,0.000443893,0.0006972419,0.000456941,0.0008007403,0.0003818499,0.0003100156,0.001374006],"category_scores_gemma":[0.002443575,0.0002838419,0.0008672837,0.001205957,0.0003208781,0.0005357285,0.0007071034,0.0007502718,0.0001915637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719474,"about_ca_system_score_gemma":0.0004255041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404817,"about_ca_topic_score_gemma":0.004011621,"domain_scores_codex":[0.9994198,0.0001663375,0.00005579344,0.0001559801,0.00009011283,0.0001120888],"domain_scores_gemma":[0.9976656,0.0002487585,0.001240577,0.0002904055,0.0001901497,0.0003645232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710805,0.00003884087,0.9979383,0.000007926602,0.0001469492,0.00008156437,0.0001073274,0.0000492199,0.000128915,0.0000201753,0.00008444929,0.0009251525],"study_design_scores_gemma":[0.00003573076,0.0001885523,0.9986503,0.000007669423,0.000114511,0.0003135514,0.0001955411,0.0002013966,0.00003519329,0.00002689733,0.0002229987,0.00000762123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992548,0.000144345,0.00006394491,0.00003119724,0.000003925619,0.000009190349,0.000265238,0.000001552932,0.0002258225],"genre_scores_gemma":[0.9992066,0.0001217001,0.00005551612,0.00001804498,0.00001036865,0.00001232305,0.0005077826,0.00000280148,0.00006497317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00404817,"threshold_uncertainty_score":0.00804919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148064591378786,"score_gpt":0.3733056229236373,"score_spread":0.3418249770098494,"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."}}