{"id":"W2061244888","doi":"10.1159/000266237","title":"Vocal Fatigue Among Teachers","year":2009,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Anxiety; Psychology; Loudness; Audiology; Clinical psychology; Medicine; 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":[0.0005484972,0.000218347,0.0004462977,0.0009084715,0.001010356,0.0008097393,0.0002140363,0.0006367812,0.00304358],"category_scores_gemma":[0.004431712,0.0003033671,0.0002229982,0.0004160489,0.0005271602,0.0005666545,0.0006470365,0.0003209956,0.0003548979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229259,"about_ca_system_score_gemma":0.0003335658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00997916,"about_ca_topic_score_gemma":0.01447612,"domain_scores_codex":[0.9991711,0.0001212653,0.00007010149,0.0001830382,0.0002145488,0.0002398979],"domain_scores_gemma":[0.9971373,0.0006257012,0.0009860556,0.0001267776,0.0005726374,0.0005516157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002823602,0.0001026375,0.9732971,0.00004694443,0.0000175664,0.0008177583,0.01192207,0.00002457852,0.002623196,0.00001815076,0.0002049925,0.0106427],"study_design_scores_gemma":[0.000008915336,0.0002944986,0.9875907,0.00001550811,0.000008651701,0.0007836396,0.01079453,0.000033687,0.0001145091,0.000008408211,0.0003397617,0.000007225831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999496,0.0001031311,0.00003168768,0.00002090939,0.000004517279,0.00000468036,0.00001957621,0.000001587867,0.0003178791],"genre_scores_gemma":[0.9994801,0.00007226814,0.00001980542,0.0000148855,0.000008272253,0.000007358181,0.00003270282,0.000001021322,0.0003636493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00997916,"threshold_uncertainty_score":0.01984215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719995242772975,"score_gpt":0.3055913979197192,"score_spread":0.2883914454919895,"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."}}