{"id":"W2273119888","doi":"10.1093/ageing/afq004","title":"Research Letter","year":2010,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":[0.001935485,0.0007109275,0.0008495236,0.0006030073,0.001350878,0.002482098,0.001894304,0.01100622,0.02860284],"category_scores_gemma":[0.02622099,0.0003521073,0.0008440409,0.0005069867,0.001037149,0.002679224,0.0008426071,0.01337994,0.02251437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497682,"about_ca_system_score_gemma":0.001752838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346667,"about_ca_topic_score_gemma":0.001574321,"domain_scores_codex":[0.9983473,0.0005335444,0.0002071258,0.0003349686,0.0003980396,0.0001790273],"domain_scores_gemma":[0.9902956,0.003254317,0.0004584515,0.0005228251,0.004211931,0.001256943],"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":[0.00002724985,0.00001092979,0.0002200813,0.00005411285,0.000006172503,0.0009745233,0.0000351835,0.00001360155,0.00004873982,0.0004351296,0.9917328,0.006441283],"study_design_scores_gemma":[0.00002896278,0.00004541752,0.0006976338,0.0002406393,0.00001333366,0.006483315,0.0002598254,0.00008339949,0.0001859137,0.001244479,0.9906912,0.00002586709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008223556,0.003835398,0.0002554826,0.7396178,0.2457806,0.00003212101,0.0001730971,0.0001052981,0.009377778],"genre_scores_gemma":[0.01108412,0.004420897,0.0004551906,0.8211784,0.1362509,0.00007159248,0.0001463015,0.00007115793,0.02632151],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02860284,"threshold_uncertainty_score":0.09568602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473790311952713,"score_gpt":0.3494942115102314,"score_spread":0.3047563083907042,"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."}}