{"id":"W2930386701","doi":"10.1002/agm2.12060","title":"Frailty and aging medicine","year":2019,"lang":"en","type":"editorial","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001581234,0.001074649,0.002685922,0.00081528,0.0001687976,0.00002716143,0.0004841229,0.001194237,0.00114026],"category_scores_gemma":[0.008659211,0.0007959761,0.0001404896,0.0005449044,0.001149623,0.000158761,0.0003052955,0.003181291,0.0002235253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647545,"about_ca_system_score_gemma":0.0005111151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967557,"about_ca_topic_score_gemma":0.0000768498,"domain_scores_codex":[0.9933413,0.0001405849,0.001228722,0.001506295,0.002786554,0.0009965764],"domain_scores_gemma":[0.9930509,0.003315005,0.0005769555,0.001656158,0.0006792538,0.0007217198],"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":[0.00007823529,0.0000365644,0.0007988724,0.002285017,0.0003125695,0.0003771867,0.001906912,6.893141e-7,0.0006019849,0.00003146532,0.9794963,0.01407421],"study_design_scores_gemma":[0.009375374,0.001236284,0.0009607664,0.01880359,0.001368185,0.0001942288,0.0004623812,0.00008816223,0.00004724201,0.0001841838,0.9666352,0.0006444245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007094782,0.01902169,0.000214024,0.05457392,0.8999523,0.001193223,0.0000501735,0.0005077825,0.02377743],"genre_scores_gemma":[0.004398847,0.00423521,0.0003442002,0.002826243,0.925939,0.0000377115,0.001600129,0.000285671,0.06033302],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05174767,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240965356472504,"score_gpt":0.3238107828978289,"score_spread":0.3014011293331039,"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."}}