{"id":"W4310588782","doi":"10.1503/cjs.014322","title":"2022 Canadian Surgery Forum Sept. 15–17, 2022","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital; Kingston Health Sciences Centre; Université Laval; Princess Margaret Cancer Centre; Health Sciences North; Surrey Memorial Hospital; Fraser Health; Carleton University; Vancouver Coastal Health Research Institute; Canadian Armed Forces; St. Joseph’s Healthcare Hamilton; University of Ottawa; Dalhousie University; Hamilton Health Sciences; Western University; Nova Scotia Health Authority; Alberta Health Services; Vancouver General Hospital; McGill University Health Centre; St Joseph's Health Care; McGill University; London Health Sciences Centre; Sunnybrook Health Science Centre; University of Calgary; Health Sciences Centre; Ottawa Hospital; Sault Area Hospital; University of Toronto; Memorial University of Newfoundland; Université du Québec à Montréal; Vancouver Coastal Health; Université de Sherbrooke; University of Manitoba; University Health Network; University of Alberta; University of Saskatchewan; NOSM University; University of British Columbia; Canadian Medical Protective Association; McMaster University; Queen's University","funders":"Engineering and Physical Sciences Research Council","keywords":"Medicine; Fascia; Ventral hernia; Transversus abdominis; Abdominal wall; Watchful waiting; Surgery; Abdomen; General surgery; Internal medicine","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":[0.0009114102,0.001036197,0.0009177965,0.003820351,0.00160533,0.003084353,0.0008551669,0.001378049,0.4342563],"category_scores_gemma":[0.002827899,0.0003354571,0.0007041019,0.003330708,0.0005260101,0.001057811,0.00111239,0.001560466,0.1317727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00688774,"about_ca_system_score_gemma":0.01569324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4278467,"about_ca_topic_score_gemma":0.6799551,"domain_scores_codex":[0.9993629,0.00003009641,0.00004824548,0.0000573237,0.0003963304,0.0001051293],"domain_scores_gemma":[0.9977561,0.0001013657,0.00006809232,0.00003803798,0.001616184,0.0004203294],"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":[0.00006438396,0.000009617122,0.0001709646,0.0008285941,0.00001629517,0.00008184929,0.00001245051,0.00003535107,0.0001967826,0.0008313458,0.9235904,0.07416187],"study_design_scores_gemma":[0.00002355524,0.00001101868,0.001389286,0.00120862,0.00001162811,0.00007234533,0.00004164423,0.00003093194,0.00008406353,0.0001404436,0.9969777,0.00000886154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001839558,0.2102322,0.0008375006,0.01856336,0.03463327,0.0007112772,0.03920249,0.001102943,0.6928774],"genre_scores_gemma":[0.008307311,0.1267155,0.001225075,0.00532432,0.002790547,0.0002215806,0.01645573,0.0002783649,0.8386816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4342563,"threshold_uncertainty_score":0.8507128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060906865907111,"score_gpt":0.3102959424976379,"score_spread":0.2042052559069268,"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."}}