{"id":"W3133705019","doi":"10.5152/fnjn.2021.414736","title":"Assessment of Frailty in the Elderly","year":2021,"lang":"en","type":"article","venue":"Florence Nightingale Journal of Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Informed consent; Gerontology; Scale (ratio); Family medicine; Alternative 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":[0.0008301712,0.0003863587,0.0004080383,0.001512257,0.0003974701,0.0005404879,0.0002240254,0.0002896073,0.0009950924],"category_scores_gemma":[0.001772599,0.0001021104,0.0003273392,0.0005642895,0.0002052406,0.0004780215,0.0006461981,0.0003679575,0.0001935748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453047,"about_ca_system_score_gemma":0.000389555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133301,"about_ca_topic_score_gemma":0.003756161,"domain_scores_codex":[0.999666,0.0001047113,0.00006825962,0.00003349515,0.00009162379,0.0000359561],"domain_scores_gemma":[0.9994298,0.00005742794,0.000238826,0.00001709483,0.0001671906,0.00008968129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002137337,0.0001477014,0.9623962,0.0002557574,0.00007998336,0.0002769778,0.0006114296,0.0001413111,0.001087794,0.00005640061,0.0005213324,0.03421146],"study_design_scores_gemma":[0.00001245145,0.0006987517,0.9947376,0.0001844782,0.00005699008,0.001271407,0.001024442,0.000304109,0.0003670817,0.000161804,0.001164831,0.00001610152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920818,0.003853103,0.00073563,0.0001957145,0.00003744946,0.0001110045,0.0004383161,0.00001316428,0.002533893],"genre_scores_gemma":[0.9964582,0.001394978,0.001074745,0.00007235994,0.00002562655,0.00006332374,0.0002869565,0.000001217457,0.0006225313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002133301,"threshold_uncertainty_score":0.004390419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05636585809123135,"score_gpt":0.374421115723153,"score_spread":0.3180552576319217,"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."}}