{"id":"W2905573240","doi":"10.1002/lio2.230","title":"Benign paroxysmal positional vertigo","year":2018,"lang":"en","type":"review","venue":"Laryngoscope Investigative Otolaryngology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Benign paroxysmal positional vertigo; Medicine; Supine position; Posterior Semicircular Canal; Vestibular system; Vertigo; Surgery; Audiology","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003469601,0.00131039,0.002652442,0.0005415806,0.0006438746,0.0001453549,0.001543877,0.001129891,0.0009278532],"category_scores_gemma":[0.001883396,0.001162288,0.0008138527,0.001152536,0.003940151,0.0004700421,0.0005740846,0.001511044,0.006391772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020427,"about_ca_system_score_gemma":0.001241322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002047787,"about_ca_topic_score_gemma":0.00002200652,"domain_scores_codex":[0.9923151,0.002347135,0.001232098,0.002221968,0.0006336113,0.001250117],"domain_scores_gemma":[0.9965006,0.0009366684,0.000855806,0.0009662262,0.0001197404,0.0006209532],"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":[0.0003791727,0.004197878,0.001423749,0.06366626,0.003170375,0.008459367,0.002707083,0.00006610786,0.009064742,0.2286845,0.4588436,0.2193371],"study_design_scores_gemma":[0.0003694694,0.0004394648,0.00002374851,0.003790309,0.0004514595,0.0005968254,0.00000643358,0.00002897223,0.001043794,0.003416639,0.9886841,0.001148797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00059323,0.9863023,0.0001849428,0.0002599318,0.002177723,0.001857353,0.000561371,0.000412887,0.007650282],"genre_scores_gemma":[0.000132207,0.9906113,0.001201016,0.003551028,0.001635688,0.0007035733,0.0004954367,0.0002811082,0.001388627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5298405,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08326103867713396,"score_gpt":0.3299648902805785,"score_spread":0.2467038516034445,"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."}}