{"id":"W4237687710","doi":"10.1093/ageing/afp163","title":"Reply","year":2009,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003477074,0.00004028935,0.0000737255,0.00001985459,0.00002978645,0.00001119903,0.00001574759,0.00001711533,0.0000276646],"category_scores_gemma":[0.00005180762,0.00003314772,0.00001659711,0.00004042449,0.00001157986,0.00003788367,0.000006831713,0.00006292405,0.00001763597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004986649,"about_ca_system_score_gemma":0.00000434826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002653748,"about_ca_topic_score_gemma":0.000002419936,"domain_scores_codex":[0.9996991,0.000004105725,0.00006057269,0.0000917731,0.00005586696,0.00008857962],"domain_scores_gemma":[0.9998136,0.00001316551,0.00001055947,0.0001054468,0.000008356817,0.0000488928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002857689,0.00005467733,0.001336416,0.0000415588,0.0000181828,0.04962079,0.001299141,6.493504e-7,0.0282882,0.0004616338,0.02164244,0.8972077],"study_design_scores_gemma":[0.00116167,0.0003558353,0.8290783,0.0002742278,0.00004013969,0.0002708925,0.0001031759,0.00008162469,0.002177522,0.001680344,0.1646488,0.000127425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482986,0.0004252223,0.0000986083,0.008519974,0.00003982269,0.00007489032,2.693473e-7,0.00006799125,0.04247457],"genre_scores_gemma":[0.9852055,0.00004475741,0.0007419536,0.008705094,0.0001189513,5.611492e-7,0.00000266971,0.000003347538,0.005177203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8970803,"threshold_uncertainty_score":0.1351725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698569818334749,"score_gpt":0.2696591916149318,"score_spread":0.2526734934315844,"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."}}