{"id":"W3009071982","doi":"10.1007/s11605-020-04553-2","title":"Early Versus Late Recurrence of Hepatocellular Carcinoma After Surgical Resection Based on Post-recurrence Survival: an International Multi-institutional Analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Xi’an Jiaotong University","keywords":"Medicine; Hepatocellular carcinoma; Resection; Surgical resection; Hepatectomy; General surgery; Radiology; Surgery; Internal medicine","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":[0.001524328,0.0005911971,0.0007970603,0.002427421,0.0005305881,0.001124638,0.0006138211,0.0005801064,0.00170687],"category_scores_gemma":[0.002203773,0.0003466581,0.002178601,0.002983836,0.0005728063,0.001138048,0.001361734,0.0006992755,0.0001936296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418071,"about_ca_system_score_gemma":0.0004607209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559803,"about_ca_topic_score_gemma":0.00457371,"domain_scores_codex":[0.9991217,0.0002191847,0.0001161834,0.0001984104,0.0000811467,0.0002634673],"domain_scores_gemma":[0.9972835,0.0005688383,0.001291517,0.00021592,0.0001852632,0.0004550015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004272681,0.00002085619,0.9983076,0.00001049511,0.000332303,0.00005983121,0.00005468041,0.00008773342,0.00009760506,0.00001979619,0.00004363991,0.0005381265],"study_design_scores_gemma":[0.00001088277,0.000120788,0.9985781,0.000005429047,0.000255469,0.0001927631,0.0003662299,0.0002844114,0.00004507296,0.00003361522,0.00009614299,0.0000109942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989858,0.0003097534,0.00009113538,0.00001949095,0.00000514948,0.000005456172,0.0003734655,0.000002462223,0.0002073817],"genre_scores_gemma":[0.9991647,0.00009024031,0.00003618285,0.00001160304,0.00001173796,0.000005742073,0.0006042148,0.000003166858,0.00007231069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003559803,"threshold_uncertainty_score":0.008061528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170739403221816,"score_gpt":0.2890052113604924,"score_spread":0.1719312710383108,"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."}}