{"id":"W2557530159","doi":"10.1177/0898264316680435","title":"Perceived Benefit From Hearing Aid Use and Life-Space Mobility Among Community-Dwelling Older Adults","year":2016,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Juho Vainion Säätiö; Academy of Finland","keywords":"Gerontology; Psychology; Phone; Space (punctuation); Medicine; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002938497,0.00009405841,0.0003301191,0.00006714823,0.001302819,0.0001381364,0.0001098119,0.00006851337,0.00002497809],"category_scores_gemma":[0.0003088681,0.00006632398,0.00004911969,0.00005892264,0.0001643154,0.0005220089,0.00004356154,0.0004120042,6.760514e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153001,"about_ca_system_score_gemma":0.0002849328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1676436,"about_ca_topic_score_gemma":0.0262165,"domain_scores_codex":[0.9983974,0.0004359888,0.0004230485,0.0001112079,0.0002404552,0.0003919585],"domain_scores_gemma":[0.9978479,0.0009346825,0.0002999458,0.0001190889,0.0001220175,0.0006763771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000215889,0.00003332222,0.9495786,0.0001253725,0.00001147167,0.000001817966,0.04328229,0.000003085104,0.000001264084,0.000316034,0.0001750738,0.006450101],"study_design_scores_gemma":[0.0006554951,0.00005545256,0.9762441,0.001756818,0.000007375167,0.000001875097,0.01954667,0.00002129158,0.000001602051,0.0004032667,0.00122962,0.00007641134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650621,0.001909251,0.0001328808,0.03251833,0.0002043945,0.0001044552,0.000006493276,0.00001574062,0.00004630495],"genre_scores_gemma":[0.9885146,0.008150091,0.0006827399,0.002257162,0.0002901557,6.671934e-7,3.466091e-7,0.000008245121,0.00009599102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1414271,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975009108288609,"score_gpt":0.3498241194656569,"score_spread":0.2800740283827708,"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."}}