{"id":"W6958365107","doi":"10.6084/m9.figshare.25341238.v2","title":"Additional file 1 of Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Laurentian University; McMaster University; Health Sciences North; Dalhousie University; NOSM University","funders":"","keywords":"Health care; MEDLINE; Population; Disease; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00099141,0.0008943361,0.001605615,0.003581456,0.002474357,0.001992569,0.00228198,0.0009648468,0.6449873],"category_scores_gemma":[0.0265639,0.0007032084,0.001790452,0.01081863,0.0004828442,0.001441518,0.001152623,0.0008825395,0.03638389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009484575,"about_ca_system_score_gemma":0.02838858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9302311,"about_ca_topic_score_gemma":0.9501105,"domain_scores_codex":[0.9989704,0.00007935447,0.0001871292,0.0001889626,0.0002694242,0.0003048665],"domain_scores_gemma":[0.9824624,0.006494169,0.001482433,0.0009042622,0.007624501,0.001032065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000177401,0.00006075833,0.02575795,0.001932263,0.00009836061,0.00006859542,0.0001903761,0.0003456361,0.000025787,0.0005600171,0.9644316,0.006351244],"study_design_scores_gemma":[0.003381528,0.0001540903,0.5241107,0.005734304,0.0005166579,0.0005108261,0.002179516,0.002114664,0.0002084679,0.00288305,0.4579681,0.0002381112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005090596,0.00003179979,0.00003722639,0.00005057461,0.00001526987,0.00005085712,0.998273,0.00003125445,0.001000919],"genre_scores_gemma":[0.03013848,0.0004136884,0.001524346,0.0004629164,0.00008717357,0.001385489,0.946495,0.0001746131,0.01931832],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6449873,"threshold_uncertainty_score":0.5063825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146082867847107,"score_gpt":0.3011067173588954,"score_spread":0.1864984305741847,"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."}}