{"id":"W4404059063","doi":"10.3390/curroncol31110500","title":"Real-World, Observational, Retrospective Study to Evaluate the Effectiveness and Safety of Treatment with Sorafenib in Patients with Advanced Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorafenib; Medicine; Hepatocellular carcinoma; Observational study; Oncology; Internal medicine; Retrospective cohort study; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002932887,0.0003091033,0.0009295829,0.0007389372,0.0003975315,0.0005805527,0.0002684506,0.0004562059,0.001067567],"category_scores_gemma":[0.008256185,0.0002952441,0.000822912,0.001247247,0.0004504347,0.0005150266,0.0003735626,0.0004900904,0.0001922633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000671155,"about_ca_system_score_gemma":0.0008536685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182269,"about_ca_topic_score_gemma":0.00124214,"domain_scores_codex":[0.9968581,0.001625874,0.0005806284,0.0004059312,0.0003746667,0.0001547046],"domain_scores_gemma":[0.9898636,0.002546263,0.005664069,0.0007092477,0.0007199422,0.0004968726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001726942,0.0004271333,0.9935894,0.0002313846,0.0005186664,0.0001431707,0.0001661352,0.00009295904,0.0002010349,0.00005363034,0.0002023669,0.002647161],"study_design_scores_gemma":[0.0006571823,0.00658821,0.9857811,0.0001393738,0.0008976062,0.001884455,0.0008486139,0.0007195389,0.0003357572,0.0001157824,0.001993477,0.0000388243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970165,0.001504599,0.0003468771,0.00007031685,0.00001317726,0.0001493182,0.0005810625,0.000002690679,0.0003153962],"genre_scores_gemma":[0.998547,0.0002965543,0.0002431891,0.00006764965,0.00002733261,0.0001286856,0.0006427096,0.000001522749,0.00004533426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932887,"threshold_uncertainty_score":0.0155108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103100159509451,"score_gpt":0.3587932260311802,"score_spread":0.2556930665217292,"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."}}