{"id":"W3049173754","doi":"10.1097/mao.0000000000002744","title":"The Potential Added Value of Novel Hearing Therapeutics: An Early Health Economic Model for Hearing Loss","year":2020,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Hearing loss; Nice; Health care; Audiology; Expert opinion; Quality-adjusted life year; Intensive care medicine; Risk analysis (engineering); Cost effectiveness; Computer science","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":[0.008009448,0.002083682,0.002188554,0.00267737,0.0006795233,0.004680154,0.002523771,0.004154728,0.008484445],"category_scores_gemma":[0.02214163,0.001037479,0.002605676,0.001607419,0.001498429,0.002965244,0.001776467,0.003954094,0.0005776054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007030356,"about_ca_system_score_gemma":0.004973306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666085,"about_ca_topic_score_gemma":0.005945078,"domain_scores_codex":[0.9951698,0.003570192,0.00008844843,0.0002904491,0.0003949832,0.0004860963],"domain_scores_gemma":[0.9851732,0.01303429,0.0005463866,0.0001173669,0.0006718645,0.0004568496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003202416,0.0001078205,0.001144573,0.0001910157,0.0001101791,0.0002012551,0.00007793954,0.9677919,0.0001310769,0.02443516,0.001092378,0.004396436],"study_design_scores_gemma":[0.0001520988,0.0002627009,0.0006442218,0.0001236462,0.0001653035,0.00009152837,0.00009355167,0.9755504,0.000106043,0.02120761,0.001562338,0.00004066384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3194323,0.007957534,0.5581994,0.02043435,0.0005753692,0.00309717,0.006338445,0.0003492734,0.08361623],"genre_scores_gemma":[0.9346312,0.002551845,0.04439872,0.0009439655,0.000145691,0.00205754,0.0009850911,0.00004127392,0.01424451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01666085,"threshold_uncertainty_score":0.051009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092981213623969,"score_gpt":0.3438571832397622,"score_spread":0.2345590618773653,"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."}}