{"id":"W4399135208","doi":"10.1016/j.surg.2024.03.038","title":"The impact of cirrhosis on short and long postoperative outcomes after distal pancreatectomy","year":2024,"lang":"en","type":"article","venue":"Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Pancreatectomy; Distal pancreatectomy; Cirrhosis; General surgery; Internal medicine; Pancreas","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":[0.001354104,0.0002704985,0.0003704851,0.0008227324,0.0006587988,0.00133407,0.0004149762,0.0005964533,0.002958862],"category_scores_gemma":[0.008156738,0.0001380415,0.001125915,0.001142901,0.0007603731,0.001143185,0.001175627,0.001242055,0.0003300803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008836843,"about_ca_system_score_gemma":0.0008879915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806868,"about_ca_topic_score_gemma":0.007001614,"domain_scores_codex":[0.9989838,0.0002696808,0.0001273479,0.00007779921,0.000144582,0.000396864],"domain_scores_gemma":[0.9894592,0.002596708,0.003802036,0.0003310117,0.0006593343,0.003151629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035201,0.00007129053,0.9927889,0.00002356749,0.0001701555,0.0001702898,0.00006683701,0.0001206795,0.0001317488,0.00005447238,0.000155695,0.005211151],"study_design_scores_gemma":[0.000008725661,0.0002116608,0.9988945,0.00001461842,0.00008294133,0.0001779767,0.0002442065,0.00007521255,0.00003537771,0.000112499,0.0001330147,0.000009209106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965854,0.001371111,0.0000549887,0.000432894,0.00005358943,0.000002963453,0.0002215791,0.000002854234,0.001274582],"genre_scores_gemma":[0.9991891,0.0002343759,0.00002227383,0.00006523218,0.00006928708,0.000001606968,0.0002300265,0.00000253407,0.0001856009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002958862,"threshold_uncertainty_score":0.009898365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891641235090765,"score_gpt":0.3694648477962827,"score_spread":0.3405484354453751,"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."}}