{"id":"W3166537336","doi":"10.1097/sla.0000000000004963","title":"Short-term Outcomes After Spleen-preserving Minimally Invasive Distal Pancreatectomy With or Without Preservation of Splenic Vessels","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Splenectomy; Distal pancreatectomy; Surgery; Spleen; Multicenter study; 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":[0.0005969088,0.0002052082,0.001308723,0.0001956976,0.00003808675,0.00001372165,0.0001222834,0.0001304889,0.0006852301],"category_scores_gemma":[0.001367354,0.0001396014,0.0002179237,0.0003831874,0.0002285927,0.000280742,0.0001420661,0.0001734137,0.000005590637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001880863,"about_ca_system_score_gemma":0.001095905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310916,"about_ca_topic_score_gemma":0.0002223019,"domain_scores_codex":[0.9978741,0.000154288,0.0006584526,0.0003260102,0.0005865805,0.0004005014],"domain_scores_gemma":[0.9964425,0.001692671,0.0002026119,0.0005770235,0.0009108514,0.0001743466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003305578,0.0003491146,0.9860903,0.001095078,0.000670216,0.0006226283,0.0003249762,6.292087e-7,0.006121774,0.00001216799,0.0008515811,0.0005559679],"study_design_scores_gemma":[0.0006388003,0.0002507482,0.9626279,0.001049746,0.0002214583,0.0000612882,0.0002796809,0.0000324178,0.03452286,0.00004162065,0.0001294008,0.0001440535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961544,0.0005928211,0.00004054428,0.001429313,0.0000383217,0.000348371,0.00005255589,0.00002151429,0.001322108],"genre_scores_gemma":[0.9958186,0.000788828,0.0007287885,0.0002337028,0.0000614064,0.000090661,0.00008040852,0.00003146153,0.002166117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02840109,"threshold_uncertainty_score":0.7502789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2472543586465854,"score_gpt":0.402760969250993,"score_spread":0.1555066106044077,"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."}}