{"id":"W4312509095","doi":"10.1016/j.hpb.2022.05.150","title":"A Single-Center Experience of Two-Staged Hepatectomy in Patients with Colorectal Cancer Liver Metastasis","year":2022,"lang":"en","type":"article","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Hepatectomy; Colorectal cancer; Metastasis; Center (category theory); General surgery; Oncology; Cancer; Internal medicine; Surgery; Resection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000449846,0.0005265519,0.0004711825,0.0002680169,0.001216852,0.0006769052,0.0003005831,0.0004805649,0.001639217],"category_scores_gemma":[0.0007039574,0.0002675422,0.0006955986,0.0003849888,0.0004310965,0.000313918,0.0007337833,0.0004977828,0.0003115587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009761387,"about_ca_system_score_gemma":0.0007343598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021514,"about_ca_topic_score_gemma":0.008037224,"domain_scores_codex":[0.9997445,0.00007564789,0.00002079177,0.00005305067,0.00002010343,0.00008595483],"domain_scores_gemma":[0.9994872,0.00006365814,0.00005383257,0.00004355177,0.00003495811,0.0003168935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01118712,0.006806978,0.8748531,0.0001929608,0.0005009541,0.01676898,0.002007746,0.002535205,0.01592473,0.0002491509,0.001503273,0.06746985],"study_design_scores_gemma":[0.001537596,0.0267033,0.935875,0.00005871683,0.0002989038,0.02493428,0.00268066,0.002130876,0.003038709,0.0001618498,0.002451508,0.0001285509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998929,0.000303325,0.0002027498,0.00005473062,0.00001241158,0.00002227732,0.00006006765,0.000004909099,0.0004105791],"genre_scores_gemma":[0.9988688,0.0001924006,0.0002796445,0.00006189648,0.0000297311,0.00001606971,0.0002354741,0.000004131742,0.0003118939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004021514,"threshold_uncertainty_score":0.007996261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811502383706973,"score_gpt":0.2512753322524313,"score_spread":0.2031603084153616,"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."}}