{"id":"W2924777735","doi":"10.1177/0954407019835617","title":"Safety considerations on teenage pedestrian–bus impact","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada); York University","funders":"","keywords":"Pedestrian; Abbreviated Injury Scale; Collision; Work (physics); Chest injury; Head injury; Poison control; Computer science; Statistics; Simulation; Physical medicine and rehabilitation; Medicine; Injury prevention; Mathematics; Engineering; Transport engineering; Surgery; Medical emergency; Injury Severity Score; Computer security","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":[0.0003564748,0.0005980885,0.000594983,0.001498412,0.0006193208,0.0007645539,0.0002621183,0.0005083995,0.0052447],"category_scores_gemma":[0.00127353,0.0002168593,0.0005141674,0.0005822786,0.0003552393,0.0004056743,0.0009435468,0.0002544095,0.000513691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738306,"about_ca_system_score_gemma":0.0006122975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375468,"about_ca_topic_score_gemma":0.004288925,"domain_scores_codex":[0.9996746,0.00007833913,0.00001840724,0.00003491581,0.0001108256,0.00008297445],"domain_scores_gemma":[0.9994329,0.0001792305,0.0001473231,0.00001646205,0.0001666008,0.00005743814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172411,0.0005305531,0.6219211,0.001922532,0.0004131461,0.01445048,0.002516767,0.1641971,0.05480273,0.004697366,0.002145095,0.1302305],"study_design_scores_gemma":[0.0000905448,0.005552337,0.7132325,0.0006980368,0.0005912416,0.01104626,0.01155811,0.1868102,0.04192973,0.009447356,0.01888599,0.000157626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873387,0.001537167,0.006865263,0.0001276744,0.00004384088,0.00005071276,0.0001738829,0.00003935471,0.003823458],"genre_scores_gemma":[0.997313,0.001120761,0.0008223038,0.00002326584,0.0000402955,0.00001836943,0.0001295366,0.000007519189,0.0005250642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0052447,"threshold_uncertainty_score":0.01754528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212078637878016,"score_gpt":0.2482686399280747,"score_spread":0.2361478535492946,"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."}}