{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024431,0.00007856932,0.0002346884,0.00009565697,0.00003344207,0.00001653718,0.0003067781,0.00006143469,0.00001282872],"category_scores_gemma":[0.0009606587,0.00004515667,0.00006902775,0.0001214477,0.0002719161,0.0001079386,0.00007746954,0.0001900782,0.000001043065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001740309,"about_ca_system_score_gemma":0.00004000706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001768638,"about_ca_topic_score_gemma":0.00000287131,"domain_scores_codex":[0.9990298,0.0001205124,0.0003793504,0.0001192075,0.0002416434,0.0001095423],"domain_scores_gemma":[0.9988102,0.0005530849,0.00029647,0.00005972471,0.0002017816,0.00007868154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006328691,0.0002965617,0.3843055,0.00006944784,0.000215008,0.00004793319,0.03926872,0.00482741,0.5435511,0.008973096,0.0001650132,0.01195147],"study_design_scores_gemma":[0.0009237133,0.001738806,0.9904527,0.0001129776,0.00001471031,0.0001964074,0.001031733,0.0001849722,0.004590518,0.0006035257,0.00007970497,0.0000701949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867922,0.00002366621,0.0006425899,0.01218668,0.0001661508,0.0001051981,0.00001175744,0.000004046323,0.00006769934],"genre_scores_gemma":[0.9982823,0.0000531048,0.0008073587,0.00063547,0.000208634,0.000002466813,4.771061e-7,0.000005731159,0.000004450063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6061472,"threshold_uncertainty_score":0.1841436,"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."}}