{"id":"W4200430094","doi":"10.1097/aud.0000000000001174","title":"Hearing Assessment and Rehabilitation for People Living With Dementia","year":2021,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research","keywords":"Dementia; Rehabilitation; Needs assessment; Hearing aid; Clinical Practice; MEDLINE; Hearing loss","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":[0.003150659,0.0004455704,0.0009803912,0.001945112,0.000610375,0.001797476,0.0007433436,0.001689973,0.00330378],"category_scores_gemma":[0.01606165,0.000201152,0.0008413009,0.00117906,0.0008210834,0.001641637,0.001485972,0.001734675,0.0009220884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071342,"about_ca_system_score_gemma":0.005344982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005784015,"about_ca_topic_score_gemma":0.01237015,"domain_scores_codex":[0.9970818,0.001281559,0.0005523182,0.0001543687,0.0007961631,0.0001338134],"domain_scores_gemma":[0.9956408,0.002490836,0.0007304,0.00009400178,0.0008445006,0.0001995487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007804111,0.00008811461,0.00108364,0.02899824,0.0001531663,0.0002463073,0.00072951,0.00009316198,0.0003614491,0.001662777,0.01893956,0.947566],"study_design_scores_gemma":[0.0001919991,0.0005393377,0.03168532,0.2949565,0.001368191,0.007206589,0.004407487,0.000317377,0.0007687299,0.01542005,0.6430221,0.0001163545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001490063,0.9869587,0.0006353784,0.005966053,0.0007360004,0.00004654803,0.00004406297,0.00001811769,0.004105027],"genre_scores_gemma":[0.01716813,0.9755648,0.003319549,0.002372775,0.0004626586,0.00009221058,0.00008087468,0.000004539201,0.0009344334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005784015,"threshold_uncertainty_score":0.01666248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922289412695375,"score_gpt":0.3108425245364578,"score_spread":0.2816196304095041,"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."}}