{"id":"W4385724993","doi":"10.1002/lary.30925","title":"Patient Experience With Absolute Voice Rest Following Phonomicrosurgery: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Nonprobability sampling; Thematic analysis; Qualitative research; Rest (music); Medicine; Psychology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01188792,0.0005393393,0.0009137091,0.001230962,0.00552824,0.003161984,0.001954706,0.00181299,0.003489849],"category_scores_gemma":[0.01742569,0.0006295369,0.0005975053,0.001080676,0.005628696,0.003606876,0.004611927,0.002283681,0.0003498436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003586186,"about_ca_system_score_gemma":0.004126564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451163,"about_ca_topic_score_gemma":0.007591422,"domain_scores_codex":[0.9919099,0.005797291,0.0003032009,0.0004031852,0.000567155,0.001019364],"domain_scores_gemma":[0.9845456,0.01138706,0.001339014,0.0002718666,0.001018402,0.001438069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003739358,0.00004683023,0.002679212,0.0001758974,0.000004296566,0.0008102341,0.9924698,0.00001885093,0.0005813469,0.0002890154,0.000222455,0.002664668],"study_design_scores_gemma":[0.000004191649,0.000099634,0.001543335,0.0001463705,0.000004597886,0.0004095167,0.994585,0.00004612466,0.0001655339,0.00009400855,0.002888554,0.00001320879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936994,0.000623971,0.001401645,0.001418641,0.00005990564,0.0002004997,0.0001209165,0.00001673894,0.002458233],"genre_scores_gemma":[0.9959087,0.0007285951,0.0008165627,0.0005904264,0.00002002097,0.0002700749,0.00005323003,0.00001706485,0.001595257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188792,"threshold_uncertainty_score":0.06287009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055321622996607,"score_gpt":0.3454358214113504,"score_spread":0.3148826051813843,"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."}}