{"id":"W1678011466","doi":"10.3402/gha.v8.27016","title":"Intentional injury and violence in Cape Town, South Africa: an epidemiological analysis of trauma admissions data","year":2015,"lang":"en","type":"article","venue":"Global Health Action","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Epidemiology; Cape; Injury prevention; Geography; Poison control; Medicine; Suicide prevention; Occupational safety and health; Environmental health; Human factors and ergonomics; Medical emergency; Pathology","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":[0.001500408,0.0005959007,0.0006058799,0.006364177,0.00113231,0.001495063,0.0009006037,0.0005852264,0.001417833],"category_scores_gemma":[0.008123806,0.0007317596,0.000616934,0.01003026,0.0006947463,0.001087661,0.001991598,0.0006254161,0.0002308714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721709,"about_ca_system_score_gemma":0.002758902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09659479,"about_ca_topic_score_gemma":0.08385006,"domain_scores_codex":[0.9976295,0.0005391559,0.0006219066,0.0004053643,0.0004623901,0.0003416338],"domain_scores_gemma":[0.9946789,0.001041506,0.002991269,0.0002510943,0.0005794663,0.0004577551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007255209,0.00003559773,0.9944255,0.0002012923,0.00009218787,0.0008680219,0.00140812,0.0001136648,0.0003000119,0.00003654297,0.0002622902,0.002184254],"study_design_scores_gemma":[0.000007369841,0.00004854303,0.9959142,0.0001190122,0.0000327802,0.0006320085,0.002481205,0.0002053847,0.00005841926,0.0000156741,0.0004750474,0.00001046691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960162,0.0004464109,0.0001061784,0.0001201908,0.00000571414,0.0001576516,0.002836338,0.000003580715,0.0003077328],"genre_scores_gemma":[0.9961893,0.0008014172,0.0004275093,0.00004632285,0.00001163235,0.0002055647,0.002166171,0.000003509305,0.0001485442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09659479,"threshold_uncertainty_score":0.1920651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245772492620685,"score_gpt":0.4900678791519028,"score_spread":0.2442953865312178,"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."}}