{"id":"W3104358289","doi":"10.1080/14992027.2020.1839680","title":"Audiological approaches to address the psychosocial needs of adults with hearing loss: perceived benefit and likelihood of use","year":2020,"lang":"en","type":"article","venue":"International Journal of Audiology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Psychosocial; Hearing loss; Psychology; Hearing aid; Audiology; Rehabilitation; Cohort; Medicine; Clinical 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":[0.00424027,0.0001808761,0.0002268106,0.0005652436,0.0005427618,0.0006714954,0.0002061797,0.0006015478,0.001603575],"category_scores_gemma":[0.01206701,0.0001559328,0.0003887305,0.0002486714,0.0003941814,0.0007497043,0.001271198,0.0005211083,0.0001627825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000428273,"about_ca_system_score_gemma":0.0009425801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325,"about_ca_topic_score_gemma":0.00578028,"domain_scores_codex":[0.9978522,0.000978878,0.0002009021,0.00008199891,0.000669256,0.0002168227],"domain_scores_gemma":[0.9944859,0.00238944,0.001570488,0.000117427,0.0005336128,0.0009031076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006358418,0.001520353,0.7059966,0.001499405,0.0002565148,0.0005458521,0.04365195,0.0002877959,0.003261842,0.0002203183,0.001521275,0.2406022],"study_design_scores_gemma":[0.0001420556,0.00365181,0.9054991,0.000957446,0.0001879757,0.002458449,0.07946497,0.0006479896,0.0006466235,0.0002482396,0.006049826,0.00004548326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965189,0.0009864082,0.0002202819,0.000619638,0.0000131986,0.00008346904,0.00003540654,0.000004481079,0.001518351],"genre_scores_gemma":[0.9972286,0.0009051708,0.001261454,0.0002001586,0.00002069116,0.00008213756,0.00003010796,0.000001169786,0.0002704881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424027,"threshold_uncertainty_score":0.022425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148009648618905,"score_gpt":0.2933781529963783,"score_spread":0.1785771881344878,"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."}}