{"id":"W3128269446","doi":"10.3390/cancers13040747","title":"Synergistic Impact of Alpha-Fetoprotein and Tumor Burden on Long-Term Outcomes Following Curative-Intent Resection of Hepatocellular Carcinoma","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine; Gastroenterology; Alpha-fetoprotein","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":[0.0001205459,0.0002175466,0.0005954623,0.0001321131,0.00005075461,0.00001064773,0.00005153049,0.00006681852,0.0001587478],"category_scores_gemma":[0.0001285288,0.0001718679,0.0004224479,0.0002009582,0.00008213291,0.00005822404,0.00003328554,0.0001273484,0.000003409074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007688561,"about_ca_system_score_gemma":0.0005647677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628087,"about_ca_topic_score_gemma":0.0000370507,"domain_scores_codex":[0.9987404,0.00007606884,0.0003419909,0.0003179281,0.0002926531,0.0002309633],"domain_scores_gemma":[0.9991388,0.0000800381,0.0001569889,0.0003153429,0.0001547925,0.0001540677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760818,0.0000441154,0.943186,0.0002525719,0.0005350337,0.001092095,0.0007739249,0.0000107633,0.05297449,0.00001845555,0.00002703995,0.0008093743],"study_design_scores_gemma":[0.002626458,0.002008111,0.6096384,0.0006346104,0.0005443161,0.00003076554,0.0005478102,0.002177136,0.3815728,0.00001679732,0.000009891982,0.0001929153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961707,0.002627239,0.00006355486,0.0001011218,0.00016343,0.0005370775,0.00001929888,0.00001566665,0.00030191],"genre_scores_gemma":[0.9993379,0.00004315614,0.00005990813,0.00002541043,0.00004977648,0.00007718062,0.00004878518,0.00002738504,0.0003304969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3335477,"threshold_uncertainty_score":0.7008568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330142454676876,"score_gpt":0.3104207278043486,"score_spread":0.2471193032575798,"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."}}