{"id":"W1723158895","doi":"10.1017/cem.2015.69","title":"A Retrospective Evaluation of Pediatric Major Trauma Related to Sport and Recreational Activities in Nova Scotia","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"NSCAD University; Dalhousie University","funders":"","keywords":"Medicine; Nova scotia; Pediatric trauma; Incidence (geometry); Emergency medicine; Retrospective cohort study; Blunt trauma; Injury prevention; Major trauma; Injury Severity Score; Recreation; Pediatrics; Poison control; Medical emergency; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003085192,0.0004362441,0.0005593832,0.002073688,0.00189572,0.0009355092,0.0006953908,0.0006233075,0.001543216],"category_scores_gemma":[0.001912739,0.000663666,0.0003679342,0.002454954,0.0008740866,0.0003815195,0.001138014,0.0005017165,0.0003577788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005567335,"about_ca_system_score_gemma":0.006146574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3144107,"about_ca_topic_score_gemma":0.4757018,"domain_scores_codex":[0.9990644,0.00007239845,0.0001470071,0.0001458043,0.0002065374,0.0003639706],"domain_scores_gemma":[0.9976164,0.0002184994,0.000945304,0.00009489834,0.0006260198,0.0004988072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002590064,0.00002519286,0.9926374,0.00001949057,0.00001000739,0.005985994,0.0003855674,0.00002469291,0.0001848907,0.00001849699,0.0001051549,0.0005772491],"study_design_scores_gemma":[0.000002223502,0.0001003607,0.9900249,0.00002479461,0.00001167956,0.007057311,0.00240257,0.00005264534,0.0000633944,0.000007106966,0.0002488625,0.000004133834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986402,0.000158382,0.00003408411,0.00003007066,0.000006108952,0.00003673862,0.0003397078,0.00000213231,0.0007525044],"genre_scores_gemma":[0.9987914,0.0002630877,0.00008667054,0.00007517129,0.000007413638,0.00002533133,0.0004767648,0.000002920974,0.0002714043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6855893,"threshold_uncertainty_score":0.6251612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2183544822214781,"score_gpt":0.4199407092710236,"score_spread":0.2015862270495455,"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."}}