{"id":"W2154143304","doi":"10.1200/jco.2006.05.8156","title":"Liver Histology and Surgical Outcomes After Preoperative Chemotherapy With Fluorouracil Plus Oxaliplatin in Colorectal Cancer Liver Metastases","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":512,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Medicine; Oxaliplatin; Chemotherapy; Colorectal cancer; Perioperative; Steatosis; Internal medicine; Fluorouracil; Gastroenterology; Surgery; Cancer","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":[0.001001654,0.0002061139,0.001707754,0.0001333122,0.0000288437,0.00000944915,0.00006304311,0.0003329313,0.0006045224],"category_scores_gemma":[0.0001775964,0.0001204291,0.0002756701,0.0001129152,0.0003444537,0.0001202981,0.00002708967,0.0006101407,0.000006269037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255503,"about_ca_system_score_gemma":0.0009038806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005632758,"about_ca_topic_score_gemma":0.002091698,"domain_scores_codex":[0.9974443,0.0005531675,0.00127082,0.0002366875,0.0002467274,0.0002482684],"domain_scores_gemma":[0.9972633,0.001636004,0.0005898732,0.00007940578,0.000229442,0.0002020122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01311443,0.001078552,0.9496619,0.00002066064,0.0003834437,0.0140284,0.0002473572,0.000003938683,0.0000210823,0.00004134936,0.0004372238,0.02096166],"study_design_scores_gemma":[0.01766337,0.007655574,0.9600996,0.00006169827,0.0005482862,0.001328798,0.00004832305,0.000384884,0.0002558591,0.00002259418,0.01179519,0.0001358644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893966,0.005763544,0.00001580567,0.003697602,0.0001584147,0.0003421386,0.000008801288,0.000007260894,0.0006097783],"genre_scores_gemma":[0.9941725,0.001409997,0.002891799,0.0006962568,0.0003751464,0.0000357762,0.000004942772,0.00001783889,0.0003957963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208258,"threshold_uncertainty_score":0.6619096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09593084241687191,"score_gpt":0.3804911437631749,"score_spread":0.2845603013463031,"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."}}