{"id":"W2031439588","doi":"10.1155/2009/346863","title":"Long-Term Outcomes Following Hepatic Resection and Radiofrequency Ablation of Colorectal Liver Metastases","year":2009,"lang":"en","type":"article","venue":"HPB Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Radiofrequency ablation; Resection; Hepatectomy; Colorectal cancer; Retrospective cohort study; Surgery; Radiology; Ablation; Internal medicine; 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":[0.0003024415,0.0001247214,0.0004057526,0.0001992775,0.00005425298,0.00001237282,0.00001692732,0.00006258393,0.00006105848],"category_scores_gemma":[0.0001566925,0.0001023149,0.0002417777,0.0001741246,0.00002601554,0.0001452564,0.00000637442,0.00005871876,0.000005405164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004538628,"about_ca_system_score_gemma":0.00004578662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007540487,"about_ca_topic_score_gemma":0.00001001064,"domain_scores_codex":[0.9991323,0.00007988772,0.0002687812,0.0001689407,0.000194642,0.000155484],"domain_scores_gemma":[0.9993615,0.000309888,0.00008703098,0.000122698,0.00004049079,0.00007837224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008899334,0.0001208443,0.9638658,0.00007356263,0.0001438815,0.0003051324,0.0001090563,1.011667e-7,0.002944775,0.000009313867,0.00005718244,0.03228136],"study_design_scores_gemma":[0.0004379567,0.0002250115,0.9870396,0.0001131092,0.0003659642,0.00003577732,0.00000826394,0.0002265242,0.0114258,0.00001926063,0.00001310201,0.00008962027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956289,0.00356968,0.00007743157,0.00009753621,0.0001317183,0.0002838147,0.0000041548,0.00004073224,0.0001660218],"genre_scores_gemma":[0.999097,0.00028047,0.0003541074,0.00004901038,0.00002844441,0.0000116595,0.00008367285,0.00001027159,0.00008536519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03219173,"threshold_uncertainty_score":0.4172281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08741701087639504,"score_gpt":0.2784806880811564,"score_spread":0.1910636772047614,"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."}}