{"id":"W3197630290","doi":"10.1016/j.jvoice.2021.06.031","title":"Prevalence of Complementary and Alternative Medicine Use in Professional Voice Users","year":2021,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Health care; Modalities; Family medicine; Influencer marketing; Singing; Population; Alternative medicine; Environmental health","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":[0.0002845269,0.0001329854,0.0003017811,0.001338147,0.000515817,0.0009521138,0.0001855853,0.000462388,0.004335531],"category_scores_gemma":[0.001504576,0.0002161744,0.0004967151,0.001081603,0.0001807954,0.0005089486,0.000403958,0.0004371006,0.0004799428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241912,"about_ca_system_score_gemma":0.0002764361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007439741,"about_ca_topic_score_gemma":0.009671486,"domain_scores_codex":[0.9995765,0.00008522176,0.00006026759,0.00006155956,0.0001207624,0.0000956817],"domain_scores_gemma":[0.9989674,0.0002722662,0.0004049709,0.00002913155,0.0001489178,0.0001772561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007975789,0.00006632541,0.9966972,0.00002067765,0.0000267265,0.00009091418,0.0003621804,0.000005778171,0.0005935808,0.00001347262,0.00005701714,0.001986447],"study_design_scores_gemma":[0.000001350026,0.00007381593,0.997692,0.00001088932,0.00001269293,0.000551958,0.001391266,0.00006179704,0.00005341594,0.00000880169,0.0001385808,0.000003496059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987356,0.0002008166,0.00002504176,0.00003123767,0.000002934055,0.000004755362,0.0002253455,0.000001757674,0.0007724212],"genre_scores_gemma":[0.9992275,0.0002104133,0.00005025628,0.00002591392,0.000007652276,0.000005098628,0.000135346,0.00000122432,0.0003366218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007439741,"threshold_uncertainty_score":0.01479286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04779632714252523,"score_gpt":0.353227994382971,"score_spread":0.3054316672404457,"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."}}