{"id":"W1990052923","doi":"10.1080/17457300.2014.908221","title":"Clothing-related motorcycle injuries in Pakistan: findings from a surveillance study","year":2014,"lang":"en","type":"article","venue":"International Journal of Injury Control and Safety Promotion","topic":"Traffic and Road Safety","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College; Douglas Mental Health University Institute","funders":"Fogarty International Center","keywords":"Injury prevention; Poison control; Medicine; Clothing; Occupational safety and health; Human factors and ergonomics; Suicide prevention; Injury surveillance; Medical emergency; Environmental health; Pathology; Geography","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":[0.0007859539,0.0001339036,0.0002799239,0.0001738761,0.00003796323,0.0000513572,0.0001898622,0.00007821441,0.00003157832],"category_scores_gemma":[0.00006094198,0.0001152747,0.00006445326,0.00007743928,0.00003093169,0.0002873836,0.00001970836,0.0002811615,0.000004407697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010663,"about_ca_system_score_gemma":0.00001587778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003172338,"about_ca_topic_score_gemma":0.00004562034,"domain_scores_codex":[0.9986354,0.0001179803,0.0006915911,0.0001186052,0.0003105372,0.0001259373],"domain_scores_gemma":[0.9994588,0.0001229634,0.0001369681,0.00007263988,0.0001504032,0.00005824367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003840024,0.001062743,0.7339236,0.00003351063,0.001346071,0.00008934428,0.007228095,0.02455346,0.009001687,0.002352959,0.0003053521,0.2162632],"study_design_scores_gemma":[0.004803143,0.0004447927,0.968546,0.00009524784,0.00001948173,0.00001659758,0.0001833547,0.02365205,0.00008956189,0.001148905,0.0008324806,0.0001683428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99077,0.0001664189,0.006902387,0.0005761271,0.001113209,0.0001565786,0.00003858366,0.00004573496,0.0002309447],"genre_scores_gemma":[0.9995313,0.0001071945,0.000104368,0.00003207262,0.0001852983,0.000003027155,0.00000582675,0.00001495436,0.00001601489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346225,"threshold_uncertainty_score":0.4700767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003292273205410446,"score_gpt":0.2353094161869786,"score_spread":0.2320171429815681,"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."}}