{"id":"W2169009478","doi":"10.1093/gerona/57.7.m438","title":"The Future History of Gerontological Nursing","year":2002,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Hartford Foundation for Public Giving; John A. Hartford Foundation","keywords":"Nursing; Gerontological nursing; Medicine; Certification; Economic shortage; Geriatric care; Geriatrics; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003773314,0.0004119353,0.000531887,0.001835199,0.003587422,0.005706706,0.000922124,0.005454694,0.01502783],"category_scores_gemma":[0.006353728,0.0002182512,0.0004324045,0.002267014,0.006997232,0.006159679,0.003170341,0.007468116,0.00325966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472376,"about_ca_system_score_gemma":0.007349086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00363576,"about_ca_topic_score_gemma":0.007637384,"domain_scores_codex":[0.9982079,0.0007816413,0.0001138629,0.0001968248,0.0004451637,0.0002545976],"domain_scores_gemma":[0.9936547,0.002076118,0.000390315,0.0003300027,0.001040308,0.002508586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008500778,0.0001327669,0.002323387,0.001166984,0.00001555112,0.0006034267,0.004800742,0.0001629237,0.0003067821,0.1475624,0.4159956,0.4268444],"study_design_scores_gemma":[0.000004988559,0.00002593099,0.001196045,0.001340894,0.000003585827,0.0004678176,0.001263124,0.00003427431,0.000023052,0.01948982,0.9761396,0.00001086147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002283308,0.618807,0.0008118002,0.2915047,0.02738599,0.00001125271,0.0000563227,0.0000490882,0.05909051],"genre_scores_gemma":[0.07687356,0.6914216,0.002344107,0.1377751,0.04012844,0.00006611679,0.0001104872,0.00007180293,0.05120879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01502783,"threshold_uncertainty_score":0.05027306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07510973029652633,"score_gpt":0.31399513497523,"score_spread":0.2388854046787036,"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."}}