{"id":"W3213228827","doi":"10.1503/cjs.010618","title":"2018 Canadian Surgery Forum Abstracts.","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Humber River Regional Hospital; Lawson Health Research Institute; Hôpital Maisonneuve-Rosemont; Saskatchewan Health Authority; Newfoundland and Labrador Centre for Applied Health Research; St. John’s Health Sciences Centre; Nova Scotia Health Authority; Canadian Partnership Against Cancer; Université de Montréal; Ottawa Regional Cancer Foundation; Ottawa Hospital; Laurentian University; University of Manitoba; Surrey Memorial Hospital; University of Saskatchewan; Sunnybrook Hospital; Kingston Health Sciences Centre; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; London Health Sciences Centre; Hamilton Health Sciences; Mount Sinai Hospital; Queen's University; Centre Hospitalier de l’Université de Montréal; Alberta Health Services; Saskatchewan Cancer Agency; Simon Fraser University; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; St. Paul's Hospital; Centre Hospitalier Universitaire de Sherbrooke; Canadian Medical Protective Association; Western University; Université de Sherbrooke; University of Ottawa; William Osler Health System; Dalhousie University; BC Cancer Agency; Health Sciences Centre; St. Joseph’s Healthcare Hamilton; CancerCare Manitoba; University of Calgary; University of British Columbia; Grand River Hospital; Institute for Clinical Evaluative Sciences; Alberta Health; Windsor Regional Hospital; McGill University Health Centre; McGill University; Etobicoke General Hospital; St Joseph's Health Centre; University of Toronto; University of Alberta; University Health Network; Memorial University of Newfoundland; St. Michael's Hospital; Sunnybrook Health Science Centre; McMaster University","funders":"","keywords":"Medicine; Splenectomy; General surgery; Incisional hernia; Laparoscopy; Laparoscopic surgery; Surgery; Hernia; Internal medicine; Spleen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000951839,0.0001816593,0.0006179393,0.001453191,0.0002623211,0.00006067541,0.000114055,0.0001625766,0.001612166],"category_scores_gemma":[0.0009267225,0.0001625349,0.0003949683,0.000330741,0.000413707,0.0002884474,0.000004018182,0.0003272637,0.0002066364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676439,"about_ca_system_score_gemma":0.01454269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2688797,"about_ca_topic_score_gemma":0.7181962,"domain_scores_codex":[0.9979693,0.00003631736,0.0007851092,0.0001416733,0.000237891,0.0008297392],"domain_scores_gemma":[0.9953309,0.0003337462,0.0002965383,0.0002388733,0.0005446887,0.003255298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007480543,0.00001020474,0.2914934,0.00002704917,0.0000949086,0.002459608,0.0001323733,2.780074e-7,0.00006482573,0.0000494042,0.692521,0.01307223],"study_design_scores_gemma":[0.0001265826,0.00009613055,0.3391089,0.0003496734,0.00006608266,0.002041657,0.0004178828,0.000001429868,0.0009788773,0.0001432159,0.6564875,0.0001821779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639992,0.001250257,0.000009161855,0.01194106,0.004171274,0.00007877858,0.00004056052,0.00000922142,0.01850047],"genre_scores_gemma":[0.993037,0.00007083634,0.0001086305,0.003925313,0.001747487,0.000001017354,0.000009076749,0.00003581944,0.001064768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4493165,"threshold_uncertainty_score":0.9993005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618783330067133,"score_gpt":0.2642256405915638,"score_spread":0.2080378072908924,"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."}}