{"id":"W4409314339","doi":"10.1186/s40001-025-02482-x","title":"Identifying key risk factors for the recurrence of benign paroxysmal positional vertigo following successful canalith repositioning maneuvers: a meta analysis","year":2025,"lang":"en","type":"review","venue":"European journal of medical research","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benign paroxysmal positional vertigo; Medicine; Key (lock); Vertigo; Meta-analysis; Surgery; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0128878,0.003400429,0.01636172,0.006472088,0.0006962151,0.003690333,0.002028275,0.002838663,0.002840104],"category_scores_gemma":[0.02358258,0.001695925,0.06266683,0.006296387,0.0005916246,0.001474347,0.001499577,0.001847126,0.0002833969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581614,"about_ca_system_score_gemma":0.002041478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004834611,"about_ca_topic_score_gemma":0.006666033,"domain_scores_codex":[0.9932135,0.003079462,0.00185162,0.0009526545,0.0006046282,0.0002979826],"domain_scores_gemma":[0.984692,0.01142844,0.002141504,0.0006614632,0.0008281628,0.0002483972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003232055,0.00004003089,0.008454625,0.07253794,0.908408,0.000124412,0.00004881099,0.0005768404,0.0002873474,0.00006304672,0.0002300424,0.005996796],"study_design_scores_gemma":[0.0003071762,0.0001814849,0.003960914,0.002748938,0.9919806,0.00005565419,0.00002017145,0.0001659296,0.00007535973,0.00008472163,0.000406596,0.00001246933],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01527223,0.9820441,0.001149875,0.0002538343,0.0001999714,0.000212135,0.0005675912,0.00004027556,0.0002600323],"genre_scores_gemma":[0.4374631,0.5530831,0.004472835,0.0009520999,0.0005451201,0.001220879,0.00161174,0.00006811782,0.0005830865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01636172,"threshold_uncertainty_score":0.06815797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2534341642086543,"score_gpt":0.4647802973109979,"score_spread":0.2113461331023436,"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."}}