{"id":"W2062675662","doi":"10.1097/00005373-200508000-00149","title":"TO CLOSE OR NOT TO CLOSE, THAT’S ONE OF THE QUESTIONS? PERCEPTIONS OF T.A.C. SURGEONS REGARDING OPEN ABDOMEN MANAGEMENT","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Hôpital Charles-Le Moyne; McGill University; Foothills Medical Centre","funders":"","keywords":"Medicine; Perception; Abdomen; General surgery; Psychology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008113205,0.0001380291,0.0004147935,0.0001727685,0.0002921889,0.00003928552,0.0002365391,0.00005727456,0.0002433061],"category_scores_gemma":[0.0003470434,0.00007890112,0.0001561845,0.0002972624,0.0002040439,0.0001856161,0.0001675815,0.0002745849,0.000005152343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009404383,"about_ca_system_score_gemma":0.0000789125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844207,"about_ca_topic_score_gemma":0.0004305764,"domain_scores_codex":[0.9985487,0.0001710047,0.0005327659,0.0001258564,0.0004185622,0.0002031028],"domain_scores_gemma":[0.9986037,0.0001648912,0.0001186912,0.0003237264,0.0005900727,0.0001989086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03383492,0.007216117,0.3092983,0.005992733,0.003449263,0.0000842724,0.09047335,0.0004531695,0.03632341,0.09889809,0.1564794,0.257497],"study_design_scores_gemma":[0.002179943,0.003200467,0.9239208,0.00178541,0.002099902,0.0005007429,0.02322041,0.000005577093,0.0173927,0.00120554,0.02418259,0.0003059896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858415,0.0001959664,0.0005541563,0.01036198,0.0002383517,0.0004843719,0.00005302344,0.00001007987,0.0022606],"genre_scores_gemma":[0.9970023,0.0003327867,0.0009471772,0.000990051,0.0002077415,0.000008362752,0.000001304107,0.00001478525,0.0004955173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6146224,"threshold_uncertainty_score":0.3217494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631817219945246,"score_gpt":0.3625517700700543,"score_spread":0.3262335978706019,"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."}}