{"id":"W3025282211","doi":"10.1001/jamaoto.2020.0674","title":"Health-Related Quality of Life Changes Associated With Hearing Loss","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; McMaster University; University Health Network; University of Toronto; Hamilton Utilities Corporation; Toronto Public Health","funders":"","keywords":"Hearing loss; Quality of life (healthcare); Medicine; Referral; MEDLINE; Hearing aid; Audiology; Rehabilitation; Minimum Data Set; Time-trade-off; Gerontology; Family medicine; Physical therapy; Nursing","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003149093,0.0008028607,0.006495665,0.0005878961,0.0003027451,0.00007889433,0.0005142216,0.001141344,0.00005649554],"category_scores_gemma":[0.01681123,0.0006413053,0.0009148555,0.001999793,0.0004355444,0.0002361494,0.0002453233,0.001740204,0.00008133225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387694,"about_ca_system_score_gemma":0.0018175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774213,"about_ca_topic_score_gemma":0.0001431074,"domain_scores_codex":[0.9891528,0.004810384,0.002749023,0.001460765,0.0007753898,0.001051671],"domain_scores_gemma":[0.9849217,0.01064326,0.002896167,0.0008231761,0.0001621326,0.000553568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000373217,0.001157582,0.03464778,0.1185937,0.0006962993,0.0008360281,0.001159846,0.000008097044,0.0002386375,0.0007185022,0.002156713,0.8394136],"study_design_scores_gemma":[0.002399703,0.001591465,0.2821528,0.1303941,0.0006154369,0.0008648534,0.000066279,0.0001240917,0.00006838154,0.0001896242,0.5778841,0.00364921],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2661546,0.7263193,0.00000681999,0.004521337,0.0006775721,0.001583797,0.0002203196,0.0003705996,0.0001457387],"genre_scores_gemma":[0.05412088,0.943532,0.00005463768,0.001300708,0.000198271,0.0002331457,0.0002009735,0.0001920671,0.0001673559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8357643,"threshold_uncertainty_score":0.9996038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350309838285877,"score_gpt":0.3494294309538741,"score_spread":0.2143984471252864,"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."}}