{"id":"W3032528277","doi":"10.1177/0003489420928373","title":"Factors Associated with Failure of Botulinum Toxin Injection in Adductor Spasmodic Dysphonia","year":2020,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dysphagia; Multivariate analysis; Botulinum toxin; Comorbidity; Univariate analysis; Electromyography; Retrospective cohort study; Anesthesia; Internal medicine; Physical therapy; Surgery; Physical medicine and rehabilitation","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":[0.0007603412,0.0001568635,0.0003357494,0.0007482183,0.0002486963,0.0003647161,0.0002325697,0.0003055414,0.001987056],"category_scores_gemma":[0.004076269,0.0001192983,0.0004073399,0.0008366502,0.0002075864,0.0003399331,0.0002543285,0.0002698712,0.0002157813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213894,"about_ca_system_score_gemma":0.0003495842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122914,"about_ca_topic_score_gemma":0.001379625,"domain_scores_codex":[0.9993356,0.0001184181,0.0001870117,0.00009247394,0.0001775502,0.00008898323],"domain_scores_gemma":[0.995937,0.0009919916,0.002474993,0.00006702159,0.0002753313,0.0002537586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004384931,0.000008513671,0.9983005,0.00002010911,0.00001599257,0.0002670895,0.0000231733,0.00001317654,0.0000843122,0.000002830675,0.00003775601,0.001182717],"study_design_scores_gemma":[0.000003179622,0.0001016301,0.9966729,0.00003882645,0.00003375846,0.002642005,0.0001436722,0.00009633183,0.00009092419,0.000006048375,0.0001684727,0.000002333636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973717,0.00200814,0.00007019085,0.00005931521,0.000007956202,0.000009177143,0.0001242009,0.000002619937,0.0003466681],"genre_scores_gemma":[0.9995832,0.0002352496,0.00003610134,0.00001266375,0.00001072774,0.000003820554,0.00007036755,0.000001007758,0.00004693555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987056,"threshold_uncertainty_score":0.006647408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08915445080946469,"score_gpt":0.3036843087245857,"score_spread":0.2145298579151211,"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."}}