{"id":"W4405964151","doi":"10.1093/geroni/igae098.1643","title":"INTERSECTION OF AGE, SEX, AND FRAILTY: CONSIDERATIONS FOR TRANSLATIONAL GEROSCIENCE, GERIATRICS, AND FORTITUDE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Intersection (aeronautics); Gerontology; Medicine; Psychology; Engineering; Psychiatry; Transport engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07152667,0.0010454,0.003175318,0.002334876,0.004060082,0.01161169,0.002786967,0.008951684,0.009875061],"category_scores_gemma":[0.08028712,0.0007399974,0.002281212,0.002100515,0.01345458,0.01563319,0.01145889,0.0221048,0.001845718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00557407,"about_ca_system_score_gemma":0.03007482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00625177,"about_ca_topic_score_gemma":0.01494355,"domain_scores_codex":[0.9825884,0.01210859,0.001022191,0.000790762,0.002353088,0.001136834],"domain_scores_gemma":[0.8773284,0.07671154,0.004092172,0.003890749,0.01701101,0.02096625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006551452,0.0003336459,0.010961,0.003682747,0.00033142,0.0008496068,0.00894887,0.0007057608,0.000601099,0.07132412,0.4004205,0.5011861],"study_design_scores_gemma":[0.0001526234,0.0009783204,0.01372508,0.01856611,0.0004085664,0.001433236,0.02688194,0.0008704748,0.0003909596,0.2839571,0.6523195,0.000316132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001599743,0.08089973,0.002553265,0.9027134,0.00898767,0.00004575836,0.00006117367,0.0000572129,0.00308201],"genre_scores_gemma":[0.1280199,0.2894613,0.02777233,0.4811572,0.06533971,0.001043781,0.000265426,0.0001779459,0.006762416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07152667,"threshold_uncertainty_score":0.3782737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306205359786371,"score_gpt":0.3394562217803764,"score_spread":0.2863941681825127,"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."}}