{"id":"W1520395661","doi":"10.1111/j.1532-5415.2005.00510.x","title":"Just What Defines Frailty?","year":2005,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Gerontology; MEDLINE; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005434052,0.0005451869,0.001528537,0.0001570891,0.0001707663,0.0002095392,0.001087075,0.0005487074,0.0001316578],"category_scores_gemma":[0.0004138474,0.0003512728,0.002905632,0.001098318,0.000618595,0.0003584641,0.0002558687,0.005314964,0.00004660855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007809346,"about_ca_system_score_gemma":0.0009002434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005387808,"about_ca_topic_score_gemma":0.00000225904,"domain_scores_codex":[0.9959665,0.0001797801,0.001153042,0.0003444074,0.001707929,0.0006483636],"domain_scores_gemma":[0.9937506,0.0004497037,0.003821513,0.001017008,0.0007710753,0.0001900396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004209179,0.00006941771,0.000596524,0.0001706687,0.0006109265,0.0001460523,0.0005807947,0.00002127516,0.0001288249,7.073278e-7,0.9844527,0.01318003],"study_design_scores_gemma":[0.001038253,0.0003757759,0.0026233,0.0004501849,0.001435177,0.002135958,0.0009067193,0.00002744146,0.00006877546,0.00004884465,0.9905225,0.0003670843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0172297,0.005977841,0.0001248704,0.9721603,0.003775477,0.000326552,0.0000313908,0.00003912009,0.0003347159],"genre_scores_gemma":[0.001245085,0.0192878,0.01202229,0.9222771,0.03578625,0.000005474689,0.00001986253,0.0001698154,0.00918631],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04988321,"threshold_uncertainty_score":0.9998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035103236499041,"score_gpt":0.2945589248023859,"score_spread":0.2642078924373955,"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."}}