{"id":"W2148255004","doi":"10.1017/s0022215108002569","title":"Otological and vestibular symptoms in patients with low grade (Quebec grades one and two) whiplash injury","year":2008,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vertigo; Medicine; Tinnitus; Whiplash injury; Whiplash; Etiology; Vestibular system; Injury prevention; Hearing loss; Physical therapy; Retrospective cohort study; Poison control; Audiology; Surgery; Emergency medicine; Internal medicine","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":[0.0002756618,0.0001960998,0.0004864263,0.0001938994,0.0001968696,0.000010295,0.0003050991,0.0001523985,0.00002299545],"category_scores_gemma":[0.0003368068,0.0001229307,0.00002556954,0.0001987583,0.0019851,0.0001863712,0.0001057781,0.0006308043,0.000004601226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002237634,"about_ca_system_score_gemma":0.00007607716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008573573,"about_ca_topic_score_gemma":0.0002373601,"domain_scores_codex":[0.9980296,0.0007654649,0.0003951979,0.0002396165,0.0002023574,0.0003677785],"domain_scores_gemma":[0.9988235,0.0005257564,0.0003099341,0.0001767478,0.0000456726,0.0001183989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009652285,0.00047106,0.9886113,0.00001378412,0.00003840284,0.0003072616,0.000811474,0.0002096532,0.007282548,0.0005871165,0.0002027582,0.0004994297],"study_design_scores_gemma":[0.003213083,0.002772537,0.9881448,0.00003309762,0.00005975739,0.002238555,0.00004422368,0.00005171723,0.001861908,0.001211151,0.0001800307,0.0001892033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978638,0.0002693652,0.00008136571,0.001371742,0.0001600081,0.0002048117,0.000003569671,0.00001361123,0.00003174232],"genre_scores_gemma":[0.9984452,0.0002371435,0.0001056307,0.001120669,0.00005269299,0.000003794843,8.735505e-7,0.00001426733,0.00001973487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00542064,"threshold_uncertainty_score":0.7314183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126234781136004,"score_gpt":0.2259012314920665,"score_spread":0.2146388836807064,"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."}}