{"id":"W4290635753","doi":"10.5152/mnm.2022.222067","title":"Frailty and Related Factors in Hospitalized Older People in Northern Cyprus","year":2022,"lang":"en","type":"article","venue":"Mediterranean Nursing and Midwifery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Older people; Gerontology; Geography; Medicine; History; Demography; Sociology","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":[0.0002823521,0.0001643233,0.0002287303,0.0006740585,0.0005672413,0.0004333288,0.0001509213,0.0001766708,0.001219942],"category_scores_gemma":[0.0008843257,0.00008380443,0.00023208,0.0006269864,0.0002298702,0.0002221091,0.0003846032,0.0002323609,0.00009943621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549577,"about_ca_system_score_gemma":0.0003965707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100784,"about_ca_topic_score_gemma":0.01280456,"domain_scores_codex":[0.99981,0.00003992953,0.00003374734,0.00002894098,0.00003801497,0.00004940029],"domain_scores_gemma":[0.9995407,0.00004244949,0.0002674815,0.00001339333,0.00004846562,0.00008749882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005020056,0.00003412754,0.9969569,0.00002752915,0.0000124434,0.0002224953,0.0004316413,0.00002396756,0.0001848863,0.00001231821,0.0001051889,0.001938208],"study_design_scores_gemma":[0.000001034128,0.00003469989,0.9990964,0.00001006838,0.000004127493,0.0001916709,0.0005521389,0.00002416637,0.00001510681,0.000005942552,0.00006338202,0.000001299298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994391,0.0001721462,0.00001208626,0.00003663653,0.000003546087,0.000004591941,0.00008258848,6.19714e-7,0.0002487075],"genre_scores_gemma":[0.99966,0.0001305524,0.00002266879,0.00001675149,0.000009233918,0.000004887092,0.00009470304,2.47132e-7,0.00006105509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100784,"threshold_uncertainty_score":0.0200395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885441018995711,"score_gpt":0.2706293532823404,"score_spread":0.2517749430923834,"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."}}