{"id":"W2152861294","doi":"10.1080/15389588.2011.561454","title":"Comparison of Highway Crash Reporting in Pakistan With the World Health Organization Injury Surveillance Guidelines","year":2011,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Crash; Occupational safety and health; Injury prevention; Poison control; Suicide prevention; Human factors and ergonomics; Transport engineering; Business; Forensic engineering; Engineering; Medical emergency; Environmental health; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071525,0.00014229,0.0004492454,0.0001377749,0.0001042177,0.000004962854,0.00007364087,0.00004065325,0.000107677],"category_scores_gemma":[0.0001423467,0.00009611685,0.00006070107,0.0008272017,0.00006800599,0.00006611797,0.00002211629,0.0001568444,0.00000373108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007195126,"about_ca_system_score_gemma":0.000136353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436853,"about_ca_topic_score_gemma":0.004261958,"domain_scores_codex":[0.997757,0.000114339,0.001436946,0.0002294463,0.0002542185,0.0002080163],"domain_scores_gemma":[0.9981697,0.0000222409,0.001115862,0.0002607898,0.000390705,0.00004067061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005578377,0.0006575545,0.8439232,0.0004201217,0.0001296385,0.00000514461,0.0070342,0.000124855,0.001119172,0.0005486149,0.02178128,0.1236984],"study_design_scores_gemma":[0.0005353446,0.000815914,0.9912952,0.0004086403,0.00004649459,0.000006121635,0.002142233,0.0001038936,0.002837721,0.00002797172,0.00162713,0.0001533539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959648,0.0003717073,0.0004878835,0.001073322,0.0002154353,0.0004886528,0.000005242343,0.00009992774,0.001293059],"genre_scores_gemma":[0.9979016,0.00006645696,0.001176655,0.00007653755,0.00007286469,0.00001370278,0.00004376586,0.00002335345,0.0006251062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147372,"threshold_uncertainty_score":0.3919531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969739623638477,"score_gpt":0.4227574962111748,"score_spread":0.33306009997479,"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."}}