{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006374603,0.0001676833,0.0002342046,0.0005215182,0.0002003429,0.0005262358,0.0002281607,0.0001652691,0.001123799],"category_scores_gemma":[0.002971456,0.0001167969,0.0003224774,0.0006874746,0.000249416,0.000484963,0.0005066113,0.0002978772,0.0001417115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814273,"about_ca_system_score_gemma":0.0003032971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298829,"about_ca_topic_score_gemma":0.003326109,"domain_scores_codex":[0.9997003,0.00007235249,0.00004981405,0.00004158192,0.00007835952,0.00005753532],"domain_scores_gemma":[0.9975737,0.0004443586,0.001402494,0.0001010272,0.0001619526,0.0003163722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008949404,0.000005755327,0.9984137,0.000006368611,0.00003713147,0.00004164159,0.00001077739,0.00004554509,0.0001059721,0.00000590002,0.0000336163,0.001204151],"study_design_scores_gemma":[0.000002436422,0.00003397316,0.9993711,0.000004819196,0.0000254029,0.0001984479,0.00004515489,0.0001731539,0.00005272269,0.00002686504,0.00006401136,0.000002028033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991406,0.0004072083,0.00004197455,0.00004988339,0.000004238936,0.000001568249,0.0001558236,0.00000198456,0.0001966817],"genre_scores_gemma":[0.999639,0.00009060703,0.00002495936,0.000006737894,0.000009301672,0.000001145594,0.0001976114,6.006645e-7,0.00002993325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298829,"threshold_uncertainty_score":0.003759444,"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."}}