{"id":"W4390080668","doi":"10.1093/geroni/igad104.2248","title":"FRAILTY ASSESSMENT FROM PAPER TO ONLINE: THE E-FI-CGA WEB APP","year":2023,"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":"Fraser Health","funders":"","keywords":"World Wide Web; Computer science; Web application; Backup; Web server; The Internet; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008175572,0.001066394,0.0005315578,0.001110433,0.0003392785,0.001007161,0.0009454474,0.000762695,0.0353119],"category_scores_gemma":[0.003209902,0.000222605,0.000542255,0.000436318,0.0001694355,0.0009506417,0.001112541,0.0004945658,0.01454989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654368,"about_ca_system_score_gemma":0.0004544877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008798715,"about_ca_topic_score_gemma":0.001034978,"domain_scores_codex":[0.9996029,0.00006494485,0.00004904665,0.0001084355,0.0001298525,0.00004483355],"domain_scores_gemma":[0.9981892,0.000917395,0.00008675385,0.0002416314,0.000370208,0.0001948491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001858826,0.0009657252,0.01226549,0.0005838282,0.00007387329,0.001782296,0.0005871079,0.0006710896,0.01974883,0.0005880647,0.1507525,0.8101225],"study_design_scores_gemma":[0.001867965,0.003572357,0.3126203,0.002244841,0.0007289015,0.01947529,0.001172349,0.08482196,0.1118628,0.007911474,0.4524207,0.001301079],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3507944,0.002548044,0.2039607,0.002001813,0.001212974,0.006520913,0.03336148,0.287304,0.1122956],"genre_scores_gemma":[0.6363465,0.001027235,0.2532493,0.002783097,0.000624657,0.00359853,0.01491308,0.004970537,0.08248702],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0353119,"threshold_uncertainty_score":0.1181301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507311850589741,"score_gpt":0.3653392891279115,"score_spread":0.3146081040689374,"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."}}