{"id":"W1537853751","doi":"10.1520/jfs15510j","title":"Driver and Front Seat Passenger Fatalities Associated with Air Bag Deployment. Part 1: A Canadian Study","year":2002,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada; London Health Sciences Centre; Western University","funders":"","keywords":"Software deployment; Aeronautics; Front (military); Poison control; Injury prevention; Forensic engineering; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Engineering; Transport engineering; Medical emergency; Environmental science; Medicine; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005293476,0.0001106254,0.0002735075,0.0002658743,0.0002533364,0.00004944154,0.00009731698,0.00003624388,0.000308168],"category_scores_gemma":[0.00007788242,0.00006719663,0.00004550607,0.0001803908,0.0003335587,0.0002287967,0.00001702784,0.0001428414,0.000005784587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248071,"about_ca_system_score_gemma":0.0001490332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517934,"about_ca_topic_score_gemma":0.04227621,"domain_scores_codex":[0.998762,0.00004541776,0.0002400061,0.0001449852,0.0005472072,0.0002604484],"domain_scores_gemma":[0.9992114,0.00004914962,0.0001925854,0.00008095247,0.000198748,0.0002671348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271468,0.0008861058,0.8819724,0.00002645604,0.001003422,0.001787236,0.01912529,0.00001166503,0.0002118198,0.0005128562,0.07898299,0.01535255],"study_design_scores_gemma":[0.005803116,0.02157804,0.9217614,0.000804005,0.0009597171,0.000946774,0.03326015,0.001096861,0.001136634,0.001145365,0.01094009,0.0005678523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969499,0.0003146616,0.000008231403,0.0012464,0.0001882028,0.0001500399,0.000008986884,0.000008519528,0.001125058],"genre_scores_gemma":[0.9976537,0.00003647476,0.0002411025,0.0004998936,0.0001153717,0.000001310422,6.483663e-7,0.000006769437,0.00144478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0680429,"threshold_uncertainty_score":0.9751998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276138351753603,"score_gpt":0.2624473917846273,"score_spread":0.2196860082670913,"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."}}