{"id":"W2762651107","doi":"","title":"Psychological Predictors and Consequences of Hearing Health Behaviors in Older Adults","year":2017,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Hearing loss; Gerontology; Developmental psychology; Clinical psychology; Medicine; Audiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001198185,0.00008623303,0.000334371,0.002072021,0.001619348,0.0000309236,0.0004361388,0.000159648,0.00003943654],"category_scores_gemma":[0.000002320022,0.00008309024,0.00004490445,0.001090527,0.0007823756,0.0003798942,0.0003227966,0.0003712004,7.327506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009655499,"about_ca_system_score_gemma":0.0001218641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05057354,"about_ca_topic_score_gemma":0.0003906942,"domain_scores_codex":[0.9985044,0.0004214225,0.0002771596,0.0003030931,0.0001802924,0.0003136501],"domain_scores_gemma":[0.99876,0.0001681226,0.0003892631,0.0003143434,0.00009417141,0.0002741421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002798334,0.000109032,0.9947622,0.000375114,0.000009527186,0.00002474867,0.002430461,5.838721e-8,0.0002248508,0.00008434257,0.0012251,0.0004746641],"study_design_scores_gemma":[0.001371153,0.0003097936,0.9927863,0.0009468267,0.000007009376,0.000004450234,0.004341383,0.000004359837,0.0000283255,0.00005311305,0.00007671817,0.00007057358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931327,0.0003971843,0.00000666461,0.001543028,0.0001163883,0.0007306069,0.00001521137,0.00000938258,0.004048859],"genre_scores_gemma":[0.9952592,0.004136442,0.000339863,0.00006074073,0.00001548857,0.000001997307,0.00000204481,0.000003921996,0.0001803523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05018285,"threshold_uncertainty_score":0.9996804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0701301945033029,"score_gpt":0.4203691467032296,"score_spread":0.3502389521999267,"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."}}