{"id":"W2048475879","doi":"10.1056/nejme0807581","title":"Recurrence of Hepatocellular Carcinoma","year":2008,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Resection; Ablation; Surgery; Carcinoma; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006915973,0.0005091434,0.002096949,0.0007306308,0.00004832224,0.000005597737,0.0003232397,0.000629425,0.000615799],"category_scores_gemma":[0.0004219841,0.000333057,0.0005186041,0.0003657964,0.0003196731,0.00007565328,0.00003565472,0.002402648,0.00001504871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179329,"about_ca_system_score_gemma":0.0009746765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321663,"about_ca_topic_score_gemma":0.00000169277,"domain_scores_codex":[0.9960725,0.0002331355,0.001503119,0.000303122,0.001468964,0.0004191709],"domain_scores_gemma":[0.9965893,0.0004016402,0.001383774,0.0005096745,0.0007011047,0.0004144809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003981476,0.0000593761,0.2862222,0.0004008122,0.000340977,0.02294209,0.0005642024,9.656259e-8,0.0002715073,0.000002807249,0.6698626,0.01893519],"study_design_scores_gemma":[0.0353993,0.005273378,0.002983365,0.002553218,0.001940309,0.01579177,0.00002606146,0.00006557173,0.002185298,0.0001192849,0.9333883,0.0002741714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3561573,0.03760982,0.0001977407,0.6001226,0.00203297,0.000663044,0.00002279356,0.00002228231,0.003171435],"genre_scores_gemma":[0.8679457,0.00599418,0.0009405856,0.07854945,0.04258472,0.000004598278,0.0002497363,0.0001089221,0.00362213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5215732,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07592821464370848,"score_gpt":0.2590798009331487,"score_spread":0.1831515862894402,"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."}}