{"id":"W2008608566","doi":"10.1097/00000658-200108000-00010","title":"Resection of Hepatocellular Carcinoma Without Preoperative Tumor Biopsy","year":2001,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Resection; Biopsy; Carcinoma; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005302444,0.0003160429,0.0003004209,0.0004663708,0.0002996969,0.000289894,0.0001745021,0.0002717343,0.00194309],"category_scores_gemma":[0.003580656,0.0001305235,0.0001827591,0.0002723371,0.0003719073,0.0002986003,0.0002242925,0.000240666,0.0003894613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069137,"about_ca_system_score_gemma":0.0007875226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004077495,"about_ca_topic_score_gemma":0.0102605,"domain_scores_codex":[0.9995394,0.00008945569,0.00004910115,0.0000557078,0.0001521308,0.0001142065],"domain_scores_gemma":[0.9983058,0.0005455692,0.0005057394,0.00009328617,0.0002055076,0.0003440637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004158626,0.00002478888,0.9832426,0.00006432569,0.00002780274,0.005750905,0.0000535823,0.0001239098,0.002629256,0.00001927343,0.0002763985,0.007371362],"study_design_scores_gemma":[0.00002607078,0.0007915871,0.950413,0.00004372823,0.00005072805,0.0459858,0.0001851564,0.0005342046,0.001010961,0.00002768192,0.000919704,0.00001128187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966637,0.001159565,0.0004467989,0.0001010964,0.00002154922,0.00002422156,0.0001003655,0.00002428113,0.001458468],"genre_scores_gemma":[0.9989071,0.0003373807,0.0002776295,0.00007287036,0.0000275343,0.000007093866,0.0002136269,0.000003720142,0.0001531485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004077495,"threshold_uncertainty_score":0.008107543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3185511895697885,"score_gpt":0.3244064284711869,"score_spread":0.005855238901398496,"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."}}