{"id":"W4405961616","doi":"10.1093/geroni/igae098.1648","title":"INCREASING THE VISIBILITY OF OLDER ADULTS IN RESEARCH: THE IMPORTANCE OF AGE, SEX, AND FRAILTY CONSIDERATIONS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Visibility; Gerontology; Psychology; Medicine; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3217875,0.0006432042,0.001539179,0.00514025,0.009206151,0.0242392,0.002679724,0.006561004,0.00635948],"category_scores_gemma":[0.4346695,0.001146029,0.001267272,0.002490307,0.02789474,0.02507627,0.02482857,0.01160824,0.0009078801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008780395,"about_ca_system_score_gemma":0.02991062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425006,"about_ca_topic_score_gemma":0.01003775,"domain_scores_codex":[0.7099162,0.2359995,0.0164005,0.006052632,0.02659172,0.005039492],"domain_scores_gemma":[0.3835091,0.4931711,0.02825688,0.0233565,0.0477011,0.02400534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004507656,0.0002284712,0.02788885,0.007802266,0.0003270131,0.001616521,0.2875446,0.0003682973,0.002470643,0.1323271,0.07226337,0.466712],"study_design_scores_gemma":[0.0001801334,0.0008627991,0.02669894,0.03560525,0.0003440419,0.005047621,0.1813524,0.0008852491,0.001570809,0.2370703,0.5099906,0.0003919004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04685437,0.05275952,0.03018005,0.8271586,0.007602444,0.0003727268,0.000136054,0.0002684629,0.03466784],"genre_scores_gemma":[0.7558006,0.0341851,0.06007969,0.1353212,0.00933796,0.0008905446,0.00008583982,0.0002882625,0.004010902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3217875,"threshold_uncertainty_score":0.8363568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1902916823612125,"score_gpt":0.4783228728726968,"score_spread":0.2880311905114842,"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."}}