{"id":"W1998491537","doi":"10.1177/0194599813518021","title":"The Association between Hearing Loss and Social Isolation in Older Adults","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":615,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); Social isolation; Isolation (microbiology); Hearing loss; Audiology; Psychology; Gerontology; Medicine; Psychiatry; Biology","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":[0.0005991644,0.00005576396,0.0001000178,0.00004430605,0.0002682042,0.00003548399,0.00006304424,0.0001184404,0.00000262104],"category_scores_gemma":[0.0007543466,0.00004372275,0.00001926608,0.00009657958,0.00006328658,0.00009396134,0.00003654585,0.0001595391,0.0000148889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005658869,"about_ca_system_score_gemma":0.000009821586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000707459,"about_ca_topic_score_gemma":0.00003959506,"domain_scores_codex":[0.9990084,0.0003389493,0.0001578033,0.0001951795,0.0001011755,0.0001984613],"domain_scores_gemma":[0.9987698,0.001053442,0.00007117798,0.00006843029,0.00001830616,0.00001884622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001500395,0.00001545265,0.9728773,0.00001783028,0.000001661818,5.623788e-7,0.001723641,0.000002616102,0.008149209,0.005502556,0.00002033398,0.01167381],"study_design_scores_gemma":[0.0003851771,0.00003767902,0.9960485,0.000008444916,0.000002335241,0.000001458171,0.00002575507,0.001060782,0.0004997604,0.001039871,0.0008397114,0.00005053427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960749,0.000008588378,0.0002108736,0.002879499,0.0001159843,0.0001580056,9.23202e-7,0.00002328955,0.0005279607],"genre_scores_gemma":[0.9995493,0.000006812596,0.00003683842,0.0001812628,0.000117029,0.00001441304,0.000001466257,0.000006634782,0.00008624549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02317117,"threshold_uncertainty_score":0.2062837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382318659207202,"score_gpt":0.2604519576100658,"score_spread":0.2466287710179938,"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."}}