{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648992,0.0001888429,0.0006161267,0.0002287501,0.00002578031,0.000003160358,0.0001710159,0.00002626927,0.0002038434],"category_scores_gemma":[0.000007250245,0.0001322857,0.0001306434,0.0001119821,0.00009967106,0.00009099358,0.00005358971,0.0002358714,0.00000151848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730356,"about_ca_system_score_gemma":0.00004763696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202468,"about_ca_topic_score_gemma":0.0001764344,"domain_scores_codex":[0.998187,0.0004163078,0.0004642415,0.0003949513,0.0002821083,0.0002554088],"domain_scores_gemma":[0.99929,0.00009320114,0.0001568667,0.0003424411,0.00003625404,0.00008119061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01154916,0.01544212,0.9697712,0.00000366076,0.0006499221,0.0004928136,0.000185458,0.0006489008,0.000005933706,0.00001366535,7.34383e-7,0.001236395],"study_design_scores_gemma":[0.01079737,0.03670579,0.9515612,0.000009644361,0.0001475968,0.00002376538,0.0002893414,0.0003642724,0.000006117491,0.00002502402,0.00001140575,0.00005843526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985337,0.0001122218,0.000008594346,0.00009267801,0.00009528807,0.001037415,0.00004033469,0.00001564013,0.00006412384],"genre_scores_gemma":[0.9991372,0.00008143507,0.00003370004,0.0002905363,0.00001836552,0.0003367751,0.0000703172,0.00002009923,0.00001153157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02126367,"threshold_uncertainty_score":0.5394455,"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."}}