{"id":"W2031637764","doi":"10.1067/msy.2000.109065","title":"Laparoscopic splenectomy: Outcomes and lessons learned from over 200 cases","year":2000,"lang":"en","type":"article","venue":"Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Splenectomy; Concomitant; Thrombocytopenic purpura; Perioperative; Surgery; Cholecystectomy; Open cholecystectomy; Laparoscopy; Accessory spleen; General surgery; Internal medicine; Spleen","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009209576,0.0001334252,0.0004512297,0.00006258169,0.00007145075,0.00002201111,0.00002572597,0.0000715386,0.005410331],"category_scores_gemma":[0.0001517268,0.0001044779,0.0001021614,0.00007749868,0.000102838,0.00009190861,0.00001248611,0.0001076996,0.0001545421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555896,"about_ca_system_score_gemma":0.00006980114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006845886,"about_ca_topic_score_gemma":0.00004915486,"domain_scores_codex":[0.9992079,0.00003232408,0.0001881067,0.0002205853,0.0001388394,0.0002123131],"domain_scores_gemma":[0.9989656,0.000659709,0.00003052204,0.0002118719,0.00001595399,0.0001163827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003646981,0.00008392636,0.9076411,0.00003537798,0.00009096428,0.000299582,0.0001599616,2.158294e-7,0.0005067061,0.00005260201,0.0189216,0.07184324],"study_design_scores_gemma":[0.0005837866,0.00004452856,0.9179164,0.0001044627,0.00008756165,0.00002749455,0.00008408548,0.000005078815,0.001866437,0.0003381932,0.07879936,0.0001425715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922318,0.001180939,6.741583e-7,0.003100259,0.0001530021,0.00007040972,0.00004720914,0.00006524785,0.003150389],"genre_scores_gemma":[0.9887428,0.0009320894,0.00007577621,0.001145626,0.0001484119,0.00000716717,0.00003443109,0.00001872735,0.008894923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07170067,"threshold_uncertainty_score":0.9954988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08423510058438823,"score_gpt":0.3455005192870949,"score_spread":0.2612654187027067,"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."}}