{"id":"W2004738221","doi":"10.1016/j.injury.2007.11.331","title":"Is the threshold for injury in whiplash really a delta-v of 3 mph?","year":2008,"lang":"en","type":"article","venue":"Injury Extra","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Whiplash; Delta; Whiplash injury; Physical medicine and rehabilitation; Physical therapy; Medical emergency; Poison control; Engineering; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559114,0.000199425,0.0004099715,0.0002158898,0.0001230651,0.000008141457,0.0002372494,0.0001665532,0.0002528349],"category_scores_gemma":[0.00007123082,0.0001443424,0.0002075795,0.0003128239,0.0001975536,0.00009359424,0.00006294537,0.000259653,0.00003328813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007406401,"about_ca_system_score_gemma":0.0002085118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005100702,"about_ca_topic_score_gemma":0.00003361789,"domain_scores_codex":[0.9984995,0.00002653756,0.0005149473,0.0003105162,0.0003019504,0.0003466146],"domain_scores_gemma":[0.9989724,0.00008763699,0.0001567429,0.000525927,0.0001712979,0.00008601743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01022187,0.002699028,0.07593008,0.0008748797,0.0006494082,0.0001587657,0.01667858,0.000002894094,0.1783628,0.04874644,0.6059475,0.0597278],"study_design_scores_gemma":[0.01032206,0.01512684,0.168966,0.001204874,0.0007076577,0.0002837851,0.001341414,0.002634808,0.4328738,0.0497446,0.3150064,0.001787697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921013,0.0003004698,0.0004412527,0.001224207,0.0002072711,0.0009851097,0.0002808014,0.00005519234,0.004404428],"genre_scores_gemma":[0.9949715,0.0003096051,0.0007035137,0.001900496,0.0001783646,0.00008487661,0.00002940016,0.00003929942,0.001782957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2909411,"threshold_uncertainty_score":0.5886111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706172043605932,"score_gpt":0.3154563210391957,"score_spread":0.2683946006031364,"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."}}