{"id":"W2034974355","doi":"10.1097/sla.0b013e3181df0401","title":"Severe Traumatic Injury","year":2010,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; MEDLINE; Injury prevention; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003711888,0.0006330012,0.0004909514,0.0008287817,0.0009064112,0.0008312553,0.0005193039,0.000489019,0.04099833],"category_scores_gemma":[0.001348443,0.00008767188,0.0003567623,0.001149132,0.0003454908,0.0004163375,0.001365732,0.0004835062,0.01001839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005236669,"about_ca_system_score_gemma":0.002288721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476121,"about_ca_topic_score_gemma":0.006675378,"domain_scores_codex":[0.9995422,0.00006909074,0.0000611347,0.00006065524,0.0001195817,0.0001472631],"domain_scores_gemma":[0.9993587,0.0000307305,0.0001939189,0.00002604624,0.0001996281,0.0001908928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002548472,0.0003015314,0.4185865,0.001961194,0.0001519226,0.002511823,0.0004680787,0.0002494045,0.0007700117,0.004492097,0.2567162,0.3135364],"study_design_scores_gemma":[0.0001460868,0.0009497126,0.6953886,0.002120844,0.000133547,0.01389816,0.001837305,0.000247787,0.0003254373,0.003530171,0.2813917,0.00003075913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3329051,0.03852717,0.003965954,0.02468199,0.00389648,0.001819674,0.02839169,0.0007912827,0.5650208],"genre_scores_gemma":[0.8137113,0.03391026,0.004012121,0.01145638,0.004054639,0.001691661,0.03368425,0.00007256178,0.09740683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04099833,"threshold_uncertainty_score":0.1371531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419694953174855,"score_gpt":0.3815224607062728,"score_spread":0.1395529653887873,"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."}}