{"id":"W1965671256","doi":"10.1097/00005373-200508000-00146","title":"SPILL YOUR GUTS! PERCEPTIONS OF TRAUMA ASSOCIATION OF CANADA MEMBER SURGEONS REGARDING THE OPEN ABDOMEN","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Foothills Medical Centre; McGill University; Hôpital Charles-Le Moyne","funders":"","keywords":"Association (psychology); Medicine; Perception; Abdomen; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003386806,0.0002394536,0.0002405032,0.0006563941,0.01089296,0.003858859,0.0008891036,0.001811059,0.01343119],"category_scores_gemma":[0.02091302,0.0003946202,0.0003004118,0.000861854,0.003698925,0.001426734,0.003129812,0.003328734,0.0009585054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01221478,"about_ca_system_score_gemma":0.02536117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6401654,"about_ca_topic_score_gemma":0.8092171,"domain_scores_codex":[0.9962,0.001022502,0.0001547628,0.0001224344,0.00136645,0.001133877],"domain_scores_gemma":[0.967289,0.002994923,0.00408855,0.0002747486,0.007904222,0.01744855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000759228,0.0005101556,0.4190112,0.0003320531,0.0001072125,0.002953883,0.2246,0.0003136537,0.002257065,0.001521554,0.2863722,0.06126186],"study_design_scores_gemma":[0.00004144476,0.0003208211,0.2358119,0.0003387903,0.00003397653,0.0008935539,0.6952419,0.0001156562,0.0002187733,0.0002181002,0.06664753,0.0001176278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672653,0.001746366,0.0001635642,0.09489466,0.001526596,0.00009568454,0.0002885747,0.00002868374,0.03399051],"genre_scores_gemma":[0.9718906,0.002079241,0.0002207434,0.01506061,0.0003307061,0.000033383,0.0001027501,0.00002577489,0.01025626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598346,"threshold_uncertainty_score":0.7239074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722879435702231,"score_gpt":0.3302814921661609,"score_spread":0.3030526978091386,"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."}}