{"id":"W2107806918","doi":"10.1097/sla.0000000000000879","title":"Selective Nonoperative Management in 1106 Patients With Abdominal Gunshot Wounds","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Laparotomy; Surgery; Gunshot wound; Prospective cohort study; Trauma center; Physical examination; Retrospective cohort study; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003398617,0.0002943242,0.0003557702,0.0007795671,0.0004144277,0.0005385235,0.000293181,0.0003927269,0.00128582],"category_scores_gemma":[0.002205504,0.0003051819,0.0002591894,0.0006382315,0.0003526744,0.0004458395,0.0005388514,0.0004762466,0.0002247868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591905,"about_ca_system_score_gemma":0.0004514582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117734,"about_ca_topic_score_gemma":0.00284223,"domain_scores_codex":[0.9995912,0.00008929498,0.00007593819,0.00006519746,0.00007442688,0.0001039824],"domain_scores_gemma":[0.9987395,0.0002351926,0.0006884184,0.00003752995,0.00005296692,0.0002463711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007662916,0.00003777101,0.997261,0.000009582286,0.000008267404,0.0007551671,0.00006336957,0.00003411969,0.000117861,0.000008142848,0.00005056514,0.001577417],"study_design_scores_gemma":[0.00002218828,0.0006000891,0.9880273,0.00003678801,0.00002612783,0.009421377,0.0008875084,0.0003793064,0.0002139013,0.00004089137,0.0003352913,0.000009258781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993713,0.000261615,0.00005486656,0.00003654786,0.000006022359,0.000009329028,0.00005893102,0.000002410597,0.0001989353],"genre_scores_gemma":[0.9994578,0.0001975856,0.0000927374,0.00003096908,0.00002082384,0.00000943441,0.00013553,0.000001159005,0.00005400356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128582,"threshold_uncertainty_score":0.004301488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035475081080735,"score_gpt":0.328974930074285,"score_spread":0.2254274219662115,"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."}}