{"id":"W4396220576","doi":"10.3390/cancers16091730","title":"Debulking Hepatectomy for Colorectal Liver Metastasis Conveys Survival Benefit","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Debulking; Hepatectomy; Surgery; Stage (stratigraphy); Chemotherapy; Metastasis; Retrospective cohort study; Tumor Debulking; Resection; Internal medicine; Cancer; Ovarian 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075627,0.0002006928,0.0004951304,0.0001874144,0.0001450137,0.0002698522,0.0001067651,0.000370359,0.001292531],"category_scores_gemma":[0.00135008,0.00008952998,0.0004064998,0.0001700194,0.0004620457,0.0002641499,0.0001711185,0.0004347604,0.00008980266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567825,"about_ca_system_score_gemma":0.0002586941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124861,"about_ca_topic_score_gemma":0.0003641855,"domain_scores_codex":[0.9997445,0.0001450533,0.00002533348,0.00002730163,0.00002796723,0.00002979903],"domain_scores_gemma":[0.9990257,0.0005195552,0.0002084025,0.0000465794,0.00001892265,0.0001807953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5425076,0.01044987,0.1631818,0.001622191,0.002623552,0.0003034142,0.0001671111,0.002139246,0.03591986,0.0006063195,0.0008998131,0.2395794],"study_design_scores_gemma":[0.08369995,0.4463702,0.4455688,0.0002887439,0.004261483,0.001448573,0.0002119447,0.00314638,0.01066492,0.0008640283,0.003423627,0.00005137952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967346,0.00240767,0.0001192213,0.0001933706,0.00002888544,0.00004453669,0.0000312939,0.000007175837,0.0004332256],"genre_scores_gemma":[0.9992303,0.0004345921,0.0001055586,0.00006652905,0.00005869763,0.00001789635,0.00004141328,6.019577e-7,0.00004439074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292531,"threshold_uncertainty_score":0.004323959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07650276646781878,"score_gpt":0.2851669278810638,"score_spread":0.2086641614132451,"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."}}