{"id":"W580269539","doi":"","title":"PREFACE TO ACCIDENT ANALYSIS AND PREVENTION SPECIAL ISSUE: WHIPLASH","year":2000,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whiplash; Engineering; Occupational safety and health; Transport engineering; Poison control; Human factors and ergonomics; Forensic engineering; Accident investigation; Suicide prevention; Aeronautics; Medicine; Political science; Medical emergency; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300029,0.002866874,0.002951938,0.006607379,0.002757156,0.006775438,0.002294775,0.006604875,0.09331372],"category_scores_gemma":[0.01809771,0.0008504785,0.002184221,0.002914244,0.0009971866,0.003782361,0.001912841,0.007230402,0.06094333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604995,"about_ca_system_score_gemma":0.003273719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118959,"about_ca_topic_score_gemma":0.004809456,"domain_scores_codex":[0.9978232,0.0003550731,0.000403928,0.0002650354,0.001014879,0.0001378356],"domain_scores_gemma":[0.9711944,0.007057228,0.001247994,0.0009398592,0.01573726,0.003823366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001695101,0.00002754503,0.00007843663,0.0001040774,0.000005564757,0.00003634315,0.000009087218,0.0000309966,0.00003911386,0.000132754,0.9904018,0.009117424],"study_design_scores_gemma":[0.00002636442,0.00005752294,0.001283829,0.0003614434,0.00002258555,0.0001774743,0.00006188219,0.0001749561,0.00007498021,0.001221964,0.9965194,0.00001754049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001306368,0.006703997,0.000671925,0.03796905,0.9408709,0.000129755,0.0004591111,0.0001631063,0.01290156],"genre_scores_gemma":[0.0008860648,0.01339036,0.0004736654,0.0155269,0.901383,0.0001391625,0.0007373093,0.0002055579,0.06725797],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09331372,"threshold_uncertainty_score":0.3121655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013837921661509,"score_gpt":0.3152469987794834,"score_spread":0.3014090771179744,"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."}}