{"id":"W2152489878","doi":"10.1080/140154302760409293","title":"Hidden respiratory allergies in voice users: treatment strategies","year":2002,"lang":"en","type":"article","venue":"Logopedics Phoniatrics Vocology","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Medicine; Allergy; Larynx; Laryngitis; Desensitization (medicine); Airway; Asthma; Dermatology; Anesthesia; Immunology; Surgery; Internal medicine","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":[0.0003844908,0.0007590222,0.0006959298,0.0009864988,0.001093328,0.000651942,0.0007355844,0.002193614,0.009977497],"category_scores_gemma":[0.001105234,0.0001335723,0.0004699592,0.0002093239,0.000350009,0.0009245626,0.0008352912,0.00113825,0.001970233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611313,"about_ca_system_score_gemma":0.0005428795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007280376,"about_ca_topic_score_gemma":0.001427284,"domain_scores_codex":[0.9997349,0.00006397765,0.00002300971,0.00003636902,0.00006183954,0.00007987366],"domain_scores_gemma":[0.9997261,0.00006117407,0.00003730192,0.00001050012,0.00003154044,0.0001333652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007529247,0.005829559,0.01980559,0.001738166,0.00008757633,0.01683859,0.0006448677,0.0007861346,0.004114171,0.001818405,0.06793327,0.8796507],"study_design_scores_gemma":[0.006484892,0.0190531,0.2307826,0.01195671,0.00112429,0.2370567,0.01049933,0.01082584,0.009845697,0.03309435,0.4288113,0.0004652321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3738886,0.2601691,0.03179584,0.1543375,0.006401647,0.002643875,0.0004267648,0.002247322,0.1680893],"genre_scores_gemma":[0.7565318,0.1119665,0.02234567,0.0322282,0.02104359,0.002432488,0.0006516498,0.0001119888,0.05268813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009977497,"threshold_uncertainty_score":0.03337801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686420884542596,"score_gpt":0.3251041693947512,"score_spread":0.2564620809404916,"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."}}