{"id":"W4402807725","doi":"10.1007/s12070-024-05040-9","title":"Head Shaking Nystagmus &amp; Vertigo – Multiple Sclerosis or Vestibular Paroxysmia - A Diagnostic Dilemma","year":2024,"lang":"en","type":"article","venue":"Indian Journal of Otolaryngology and Head & Neck Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Vertigo; Nystagmus; Head and neck surgery; Vestibular system; Audiology; Multiple sclerosis; Meniere's disease; Surgery","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":[0.001086108,0.002169297,0.001639349,0.003542076,0.002739708,0.002589325,0.00328179,0.009129281,0.004833183],"category_scores_gemma":[0.008494198,0.0008265722,0.001051427,0.001643478,0.003920538,0.005127683,0.002216033,0.006560127,0.003181319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015265,"about_ca_system_score_gemma":0.001976138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912829,"about_ca_topic_score_gemma":0.002642245,"domain_scores_codex":[0.9987154,0.0002227692,0.0002522109,0.0002174909,0.000272099,0.0003201431],"domain_scores_gemma":[0.996736,0.001276353,0.0004489358,0.0001024971,0.0004188422,0.001017388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009465019,0.00007103867,0.02406224,0.0001991768,0.00001863698,0.9532936,0.0002408958,0.0002143389,0.0007780517,0.001578211,0.007265929,0.01218321],"study_design_scores_gemma":[0.0000294536,0.00006510556,0.007210172,0.0002678074,0.00002753713,0.9802375,0.001345905,0.0007797278,0.0003740985,0.00416678,0.005464198,0.00003168419],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4675423,0.1217532,0.01699326,0.2620858,0.01169741,0.001042129,0.001142695,0.0009148258,0.1168285],"genre_scores_gemma":[0.9044407,0.02854564,0.01089445,0.025922,0.02299822,0.0002089731,0.0005159457,0.00009208913,0.00638207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009129281,"threshold_uncertainty_score":0.01616865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05941954198340067,"score_gpt":0.3097173783903309,"score_spread":0.2502978364069303,"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."}}