{"id":"W2038069175","doi":"10.1016/j.jsr.2009.08.005","title":"Occupant injury severity from lateral collisions: A literature review","year":2009,"lang":"en","type":"review","venue":"Journal of Safety Research","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec Automobile Insurance Corporation; HEC Montréal; Université de Montréal; Transport Canada","funders":"","keywords":"Poison control; Crash; Injury prevention; Collision; Occupational safety and health; Human factors and ergonomics; Airbag; Forensic engineering; Population; Medical emergency; Medicine; Suicide prevention; Far side of the Moon; Computer security; Engineering; Computer science; Environmental health; Pathology; Automotive engineering","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005056128,0.0004936199,0.004087597,0.001036969,0.0002361205,0.00011796,0.0007530285,0.0007032746,0.0008345654],"category_scores_gemma":[0.0009403979,0.0003078546,0.001576519,0.001715841,0.0001318913,0.0002354475,0.0002601437,0.005559136,0.000218692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587768,"about_ca_system_score_gemma":0.002287934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005434941,"about_ca_topic_score_gemma":0.000001043011,"domain_scores_codex":[0.9934404,0.001274522,0.00217699,0.0004438681,0.002042688,0.0006214942],"domain_scores_gemma":[0.9949893,0.0005053956,0.001028362,0.0007846305,0.002134231,0.0005580904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004738254,0.0003627657,0.000002620468,0.02945953,0.0004943137,0.00205924,0.00007670902,3.126162e-9,0.000002722079,0.00007642953,0.07084958,0.8961422],"study_design_scores_gemma":[0.0002900816,0.001202547,0.00003865088,0.3417558,0.0007602941,0.0009225986,0.000005156452,7.225925e-7,0.000001311552,0.0002612642,0.6546001,0.000161451],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001263587,0.9961972,0.000009099404,0.0009382886,0.0002960199,0.001306767,0.000658475,0.00001588917,0.0005656012],"genre_scores_gemma":[0.000002431612,0.9948852,0.0006002825,0.0006101793,0.001662077,0.00001041654,0.0002827999,0.00005837085,0.001888235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8959808,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254724306202923,"score_gpt":0.4760756147911593,"score_spread":0.3506031841708669,"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."}}