{"id":"W3193244634","doi":"10.1177/01945998211032912","title":"A Systematic Review of Clinical Vestibular Symptom Triage, Tools, and Algorithms","year":2021,"lang":"en","type":"review","venue":"Otolaryngology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Triage; CINAHL; MEDLINE; Systematic review; Medicine; Vestibular disorders; Vestibular system; Algorithm; Medical physics; Computer science; Psychological intervention; Audiology; Psychiatry","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":[0.01693636,0.002295987,0.008653569,0.01572193,0.0008059945,0.003314369,0.002756773,0.001582082,0.005135098],"category_scores_gemma":[0.09417641,0.001412211,0.009600874,0.01365655,0.001008531,0.003025195,0.002031187,0.001321214,0.0005485025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005112932,"about_ca_system_score_gemma":0.02043637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163752,"about_ca_topic_score_gemma":0.03057896,"domain_scores_codex":[0.9811394,0.00651938,0.00778923,0.001275072,0.002966732,0.000310244],"domain_scores_gemma":[0.9431564,0.04263397,0.008040831,0.0008126996,0.00500283,0.0003532728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001317223,0.00001010437,0.0006140025,0.9439046,0.006211543,0.00004432374,0.0001299611,0.0001635143,0.00006953234,0.0002329358,0.001502794,0.04698486],"study_design_scores_gemma":[0.0002246394,0.0001361885,0.00289432,0.9190445,0.06051253,0.0002480977,0.0001802149,0.0001676117,0.0001397205,0.0003837747,0.01602779,0.00004059678],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007033477,0.9967739,0.0005134892,0.0002703944,0.0001222399,0.0006214216,0.0006785657,0.00001924562,0.0002972912],"genre_scores_gemma":[0.01141059,0.9838693,0.00245711,0.0003811747,0.00007370357,0.001149778,0.0005344942,0.00001188439,0.0001121002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01693636,"threshold_uncertainty_score":0.08956909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116248952837913,"score_gpt":0.4129049950349921,"score_spread":0.3012800997512007,"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."}}