{"id":"W2169342206","doi":"","title":"Update on managing diaphragmatic rupture in blunt trauma: a review of 208 consecutive cases.","year":2009,"lang":"en","type":"review","venue":"PubMed","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Blunt; Pelvis; Blunt trauma; Cohort; Injury Severity Score; Laparotomy; Surgery; Diaphragmatic rupture; Diaphragmatic breathing; Abbreviated Injury Scale; Penetrating trauma; Poison control; Injury prevention; Emergency medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001071941,0.0007430791,0.005258745,0.0006268707,0.00003431868,0.00001434229,0.0002704855,0.0002616098,0.00008981742],"category_scores_gemma":[0.00190005,0.0005518398,0.0008800934,0.0009799554,0.000142444,0.00005086701,0.00009957616,0.0008260982,0.00009854948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458948,"about_ca_system_score_gemma":0.0001898656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003064062,"about_ca_topic_score_gemma":0.00005372543,"domain_scores_codex":[0.995931,0.0003852305,0.001765281,0.0006197364,0.0005955053,0.0007032541],"domain_scores_gemma":[0.9972417,0.0008161034,0.0007601507,0.0008215928,0.0001177244,0.0002427179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001484351,0.0001638128,0.000005560298,0.2352962,0.0004016407,0.0008358237,0.00006253719,2.872684e-8,3.572541e-9,0.00006384325,0.002496147,0.7606596],"study_design_scores_gemma":[0.0006290264,0.00006822785,0.001866419,0.291087,0.003591817,0.0004301129,0.00003647786,6.92483e-7,2.742663e-7,0.00006596726,0.7018026,0.0004213609],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000530964,0.9779404,8.487816e-7,0.0009001585,0.0001474173,0.008444384,0.0001250417,0.0000560122,0.01233259],"genre_scores_gemma":[0.0002321998,0.9927658,0.00006316396,0.001719685,0.0000925491,0.004510975,0.0001239295,0.00007426039,0.0004174596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7602382,"threshold_uncertainty_score":0.9996933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749058949185028,"score_gpt":0.324514155726952,"score_spread":0.2670235662351018,"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."}}