{"id":"W4243104134","doi":"10.1093/geront/gnw162.2619","title":"REDEFINING THE LATER YEARS: SUCCESSFUL AGING AMONG ETHNICALLY DIVERSE OLDER MEN LIVING WITH HIV","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnically diverse; Human immunodeficiency virus (HIV); Gerontology; Successful aging; Psychology; Medicine; Demography; Sociology; Family medicine; Population","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":[0.00135986,0.000188244,0.0002805547,0.0000262382,0.001431423,0.00003877389,0.000607483,0.0001735264,0.0005868382],"category_scores_gemma":[0.0002892778,0.00007727394,0.00007335602,0.00009837148,0.0007187725,0.0001883201,0.0003534541,0.0005417957,0.0002675543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187033,"about_ca_system_score_gemma":0.00008622517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468172,"about_ca_topic_score_gemma":0.00773344,"domain_scores_codex":[0.9975291,0.0008843596,0.0003232883,0.0003046592,0.0002833939,0.0006751817],"domain_scores_gemma":[0.9971086,0.001875957,0.0002712433,0.0005674842,0.00009547748,0.0000812101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002817384,0.00001803194,0.8420829,0.00002642653,0.00008614649,0.00002206282,0.1403397,0.000002279894,0.00003396851,0.0009197851,0.01247925,0.003961272],"study_design_scores_gemma":[0.000606666,0.0000414404,0.8757268,0.0008295354,0.00008692418,0.000002000694,0.1185444,0.00001544547,0.00001108961,0.0004651562,0.00341823,0.0002523907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354585,0.0003436059,0.0008897914,0.007542423,0.0003282829,0.0004835785,0.000007346291,0.0002463901,0.05470006],"genre_scores_gemma":[0.9844534,0.00007839825,0.00008633077,0.001708091,0.0004300318,0.00008290637,0.000001776831,0.00003100628,0.01312805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04899488,"threshold_uncertainty_score":0.9998686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792845183909264,"score_gpt":0.3556958589334996,"score_spread":0.307767407094407,"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."}}