{"id":"W2523524384","doi":"10.1503/cjs.015615","title":"Conservative versus operative management in stable patients with penetrating abdominal trauma: the experience of a Canadian level 1 trauma centre","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Laparotomy; Penetrating trauma; Abdominal trauma; Intensive care unit; Context (archaeology); Surgery; Odds ratio; Confidence interval; Conservative management; Injury Severity Score; Peritonitis; Blunt; Poison control; Injury prevention; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068651,0.000169933,0.0004230636,0.0008024728,0.0001428066,0.00002504579,0.0001462088,0.00005246896,0.0003212293],"category_scores_gemma":[0.0002151598,0.00009461093,0.00009549771,0.0005185091,0.0003829488,0.0003031865,0.000005630362,0.0001780353,0.000002162035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004395078,"about_ca_system_score_gemma":0.002070846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1353624,"about_ca_topic_score_gemma":0.7236978,"domain_scores_codex":[0.9984428,0.00009060994,0.0005563275,0.0001490241,0.0002874202,0.0004738484],"domain_scores_gemma":[0.9981253,0.0003838827,0.0002622912,0.000158182,0.0004191121,0.0006512513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002709114,0.00008588576,0.9261572,0.00006104,0.000360601,0.001369686,0.01673551,0.000006416879,0.00009237044,0.0004900289,0.004474128,0.04745803],"study_design_scores_gemma":[0.003201916,0.0003300134,0.9685047,0.001128535,0.00007413133,0.00004145166,0.021409,0.000003153213,0.001623924,0.00001834928,0.003492664,0.0001721619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993682,0.0001420335,0.00001423307,0.002314209,0.0002342963,0.0002470583,0.00007983562,0.000001375192,0.003284909],"genre_scores_gemma":[0.9989117,0.00002284509,0.0004388197,0.0002170746,0.00004587044,0.000005960975,0.000002943164,0.00001584341,0.0003389749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883355,"threshold_uncertainty_score":0.8703953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08192729351254154,"score_gpt":0.2717153825250767,"score_spread":0.1897880890125352,"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."}}