{"id":"W3167296309","doi":"10.1071/py20200","title":"Frailty screening among older adults receiving home care packages: a study of feasibility and prevalence","year":2021,"lang":"en","type":"article","venue":"Australian Journal of Primary Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hunter Medical Research Institute","keywords":"Medicine; Gerontology; Confidence interval; Aged care","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":[0.008313588,0.0002440145,0.0004624982,0.001112232,0.0006785748,0.0009996789,0.0006574923,0.0008740207,0.0008497661],"category_scores_gemma":[0.02046609,0.0007437436,0.0006824574,0.001174889,0.0009629535,0.001234559,0.001362048,0.0008918947,0.0003719547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828149,"about_ca_system_score_gemma":0.0008897586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619781,"about_ca_topic_score_gemma":0.01532687,"domain_scores_codex":[0.9958419,0.001758684,0.0004747643,0.0003397576,0.001178977,0.0004059351],"domain_scores_gemma":[0.9933017,0.002384942,0.001860762,0.0003958088,0.001490101,0.0005667528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008281488,0.0002700381,0.9945135,0.00002472008,0.00002172562,0.00007912982,0.002667737,0.000009298372,0.0001703747,0.00001693315,0.00005494435,0.002088882],"study_design_scores_gemma":[0.00001183178,0.0005448839,0.9966028,0.00001907415,0.0000123415,0.0001869329,0.0022975,0.0001190348,0.00002978455,0.00001064566,0.0001590081,0.000006129321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993912,0.00006979654,0.00007915226,0.00003715329,0.000003274824,0.00007577602,0.0000554661,0.000001098757,0.000287081],"genre_scores_gemma":[0.9993094,0.0001218401,0.0001659979,0.00005909869,0.000007060391,0.0001071857,0.00009277051,0.000001730022,0.0001350009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619781,"threshold_uncertainty_score":0.04396695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054986612686952,"score_gpt":0.3404676325403668,"score_spread":0.2854810198534148,"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."}}