{"id":"W601592001","doi":"10.1097/aud.0000000000000182","title":"Social Support Predicts Hearing Aid Satisfaction","year":2015,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Hearing aid; Neuroticism; Conscientiousness; Psychology; Social support; Openness to experience; Extraversion and introversion; Agreeableness; Audiology; Hearing loss; Big Five personality traits; Clinical psychology; Personality; Medicine; Social psychology","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":[0.0006815591,0.0002083011,0.0001730514,0.0006228891,0.0002218837,0.0005862592,0.0002248269,0.0003816252,0.004658784],"category_scores_gemma":[0.006810434,0.0001250553,0.0004641737,0.00042868,0.0002697236,0.0002388018,0.0004511584,0.0004344511,0.0004731236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722479,"about_ca_system_score_gemma":0.0002024882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498372,"about_ca_topic_score_gemma":0.003028248,"domain_scores_codex":[0.9994926,0.0002039126,0.00005508804,0.00004576787,0.0001288465,0.00007376946],"domain_scores_gemma":[0.9938776,0.002332758,0.002233712,0.0001608768,0.0005124375,0.0008826625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007847866,0.00007790597,0.996908,0.000009534627,0.00003467616,0.00003279137,0.00007729822,0.00004834626,0.0001221534,0.00001047412,0.00006732138,0.002533182],"study_design_scores_gemma":[0.0000047085,0.00009427566,0.9993019,0.000005206245,0.00001362353,0.00008395949,0.0001535735,0.0002293995,0.00004942069,0.00001386324,0.00004816839,0.000001852573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993309,0.00007435721,0.00003089294,0.00004191942,0.000002513601,0.000003401055,0.00006388876,0.000002495989,0.0004496508],"genre_scores_gemma":[0.9998011,0.00003067754,0.00002166837,0.000008709692,0.000003690241,0.000002239348,0.00004953297,5.369457e-7,0.00008186389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658784,"threshold_uncertainty_score":0.01558518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0997275747265313,"score_gpt":0.328091028515271,"score_spread":0.2283634537887397,"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."}}