{"id":"W2102322061","doi":"10.1136/bmjopen-2013-002621","title":"Road traffic injury mortality and its mechanisms in India: nationally representative mortality survey of 1.1 million homes","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Traffic and Road Safety","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"Fogarty International Center; Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; Indian Council of Medical Research; Bill and Melinda Gates Foundation","keywords":"Medicine; Environmental health; Epidemiology; Injury prevention; Poison control; Occupational safety and health; Public health; Human factors and ergonomics; Suicide prevention; Road traffic; Medical emergency; Transport engineering; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083134,0.0001366812,0.0003116926,0.00008707164,0.00003078156,0.00003733937,0.0002552761,0.000101045,0.0001181614],"category_scores_gemma":[0.0001119477,0.0001268765,0.00002779637,0.0002817144,0.00003172034,0.0003992466,0.0001448928,0.000122868,0.00001922189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003907183,"about_ca_system_score_gemma":0.00006317929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600604,"about_ca_topic_score_gemma":0.001719968,"domain_scores_codex":[0.9987798,0.0001689341,0.000418473,0.0002240216,0.0002414831,0.0001672659],"domain_scores_gemma":[0.9994555,0.00008151664,0.00008151979,0.0002210343,0.00009471376,0.00006573297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003376702,0.0007437968,0.8565204,0.00113739,0.001255431,0.00005970222,0.007764219,0.08206582,0.0056907,0.009360326,0.007619055,0.02744552],"study_design_scores_gemma":[0.0004005783,0.0000253466,0.9857302,0.00003954024,0.000007578532,0.000001285902,0.0001429233,0.01246992,0.0007746919,0.0002452382,0.000003149825,0.0001595897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954099,0.00007569356,0.00008370229,0.00002608082,0.0001269033,0.00252406,0.0001352756,0.00004331777,0.001575066],"genre_scores_gemma":[0.9992477,0.00004972118,0.0002270848,0.00001740776,0.00001276985,0.0002751221,0.00008202083,0.00001675672,0.00007135858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1292098,"threshold_uncertainty_score":0.5173872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06787891840510281,"score_gpt":0.3614875165660185,"score_spread":0.2936085981609157,"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."}}