{"id":"W4210377765","doi":"10.3390/jcm11030584","title":"Pitch Discrimination Testing in Patients with a Voice Disorder","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Audiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962071,0.0001068444,0.0006329129,0.0002272147,0.00006213189,0.000003303809,0.0001249441,0.00004314837,0.000226896],"category_scores_gemma":[0.005512096,0.00006543714,0.00008073155,0.0005206644,0.0001039285,0.0001083323,0.00004297389,0.000958562,0.000002659925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005608931,"about_ca_system_score_gemma":0.0001835902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004500406,"about_ca_topic_score_gemma":0.00002862557,"domain_scores_codex":[0.997286,0.0001641696,0.001285514,0.0001440279,0.0009471314,0.0001731643],"domain_scores_gemma":[0.9978364,0.0008041596,0.0006793053,0.000148619,0.0003634539,0.0001681175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001373731,0.001134589,0.9368162,0.00003746121,0.00004148282,0.00008688386,0.0002980797,0.00004694244,0.000007341339,0.00001149473,0.001246166,0.05889964],"study_design_scores_gemma":[0.01558753,0.0104558,0.9655007,0.0003479093,0.0001734182,0.00004509988,0.001473304,0.0001564017,7.780642e-7,0.0001594646,0.006026574,0.00007309015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835979,0.000211368,0.0001415928,0.01328571,0.0004045239,0.0002168004,0.000001158995,0.000007435022,0.002133454],"genre_scores_gemma":[0.9965032,0.00003306264,0.0007553649,0.002131627,0.0003806728,0.000004297566,0.000008194193,0.00001672653,0.0001668831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05882655,"threshold_uncertainty_score":0.6598892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06178786716099235,"score_gpt":0.388773079231994,"score_spread":0.3269852120710016,"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."}}