{"id":"W4295911107","doi":"10.1097/mao.0000000000003689","title":"Improving the Hearing Status Discrimination of the Health Utilities Index, Mark 3: Design of the Hearing Status Classification System","year":2022,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; McMaster University; Toronto Public Health","funders":"","keywords":"Medicine; Hearing loss; Audiology; Health Utilities Index; Active listening; Tinnitus; Confidence interval; Likert scale; Cognition; Hearing aid; Psychology; Developmental psychology; 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":[0.02238609,0.000393376,0.0004973436,0.001571673,0.0004051449,0.001081528,0.0008203549,0.0004978518,0.001821658],"category_scores_gemma":[0.04382579,0.0002140026,0.0008364932,0.001312257,0.0005029651,0.000987694,0.001304448,0.001122556,0.0004828783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327782,"about_ca_system_score_gemma":0.003447575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234069,"about_ca_topic_score_gemma":0.003519883,"domain_scores_codex":[0.9879805,0.008664904,0.001209335,0.0004289191,0.001336099,0.0003802484],"domain_scores_gemma":[0.9845151,0.007941421,0.002147436,0.00114486,0.003721608,0.0005297048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002525426,0.0009729512,0.5636416,0.0005370281,0.0002793563,0.0001156083,0.001633081,0.007298694,0.003789059,0.003961687,0.01156504,0.4036804],"study_design_scores_gemma":[0.001189305,0.003759388,0.873844,0.000590633,0.0004158504,0.0004272492,0.001874861,0.07567716,0.01044961,0.007334836,0.02419236,0.0002447693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7577645,0.0006151273,0.2154423,0.004138155,0.0002973112,0.01121429,0.003174539,0.0007067315,0.006646996],"genre_scores_gemma":[0.7825353,0.0002039947,0.2056653,0.0008373592,0.00009658008,0.00738324,0.002461748,0.00006516607,0.000751343],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02238609,"threshold_uncertainty_score":0.1183904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3456664064984543,"score_gpt":0.3842912064128358,"score_spread":0.03862479991438156,"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."}}