{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009694762,0.001164508,0.0007297485,0.002956966,0.002093863,0.004138297,0.001161184,0.002714703,0.8497594],"category_scores_gemma":[0.005205043,0.0004584001,0.0005731119,0.002976362,0.0006886724,0.001265107,0.001826996,0.002124824,0.6995397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582395,"about_ca_system_score_gemma":0.008867595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04452389,"about_ca_topic_score_gemma":0.09780253,"domain_scores_codex":[0.9986783,0.00009908684,0.00009997626,0.0001767011,0.000731519,0.0002142929],"domain_scores_gemma":[0.9948893,0.0003672746,0.0003070951,0.0002205579,0.002326515,0.001889348],"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":[0.00003188389,0.00002260353,0.0001619734,0.0001961189,0.000003209952,0.00005758306,0.00001268849,0.00001760272,0.00009455989,0.0005583926,0.9364106,0.06243281],"study_design_scores_gemma":[0.000008743977,0.000005665946,0.0005476575,0.0001227352,8.663598e-7,0.00004890412,0.000024507,0.000009887004,0.00001562459,0.0001186663,0.9990933,0.000003470658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006953062,0.008873368,0.0002768548,0.01147833,0.01817274,0.0001969353,0.01146509,0.0005972472,0.9482441],"genre_scores_gemma":[0.00300613,0.006995778,0.0002841871,0.002484995,0.002976075,0.0001072326,0.005158265,0.0002165979,0.9787707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8497594,"threshold_uncertainty_score":0.2143,"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."}}