{"id":"W2736733522","doi":"10.1007/s11605-017-3499-6","title":"Perioperative and Long-Term Outcome for Intrahepatic Cholangiocarcinoma: Impact of Major Versus Minor Hepatectomy","year":2017,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"China Scholarship Council","keywords":"Medicine; Hepatectomy; Propensity score matching; Perioperative; Resection margin; Surgery; Intrahepatic Cholangiocarcinoma; Proportional hazards model; Surgical margin; Resection; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004648706,0.0002468579,0.001007445,0.0002244036,0.0001968818,0.00007353593,0.0001445924,0.00003770242,0.00003441768],"category_scores_gemma":[0.001708744,0.0001747277,0.0007508923,0.00005358773,0.0002542131,0.0002552972,0.00007058599,0.0002468408,0.000001202706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490151,"about_ca_system_score_gemma":0.0002839502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121616,"about_ca_topic_score_gemma":0.00003916964,"domain_scores_codex":[0.9984567,0.0000319828,0.0007376433,0.0001810426,0.0002673221,0.0003252946],"domain_scores_gemma":[0.9973616,0.0005478433,0.0009535627,0.0002865314,0.0006095439,0.0002409408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005148246,0.0001203758,0.9881433,0.0002520933,0.0003781155,0.0004623878,0.00014062,8.323623e-7,0.002990765,0.000003670748,0.0003814536,0.001978103],"study_design_scores_gemma":[0.004368352,0.002744042,0.987264,0.0006730083,0.0004565755,0.003849798,0.00007290737,0.00002747698,0.0004032245,0.000004183689,0.000007063556,0.0001293593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974443,0.001124172,0.0002660233,0.0004931139,0.0003084955,0.000248817,0.00002421835,0.000007298673,0.00008361272],"genre_scores_gemma":[0.9977275,0.00004446331,0.001624669,0.00002310264,0.0004657635,0.000008065808,0.000004199797,0.00002546984,0.00007675704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00338741,"threshold_uncertainty_score":0.7125189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07774801697833221,"score_gpt":0.367695884609575,"score_spread":0.2899478676312428,"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."}}