{"id":"W4385401120","doi":"10.7748/nop.35.4.12.s4","title":"Frailty: how early interventions at home can benefit older people","year":2023,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Older people; Psychological intervention; Gerontology; Aging in place; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002305329,0.0004477974,0.0007239156,0.0005613707,0.0004409468,0.0001569116,0.0003250754,0.0002899752,0.001244316],"category_scores_gemma":[0.0001699668,0.0004589734,0.0005403978,0.00162852,0.0001393474,0.0002409259,0.0001524777,0.0004928575,0.001091105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432534,"about_ca_system_score_gemma":0.0001187112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787309,"about_ca_topic_score_gemma":0.007816234,"domain_scores_codex":[0.9967781,0.0000600427,0.0004759246,0.0008220205,0.0007987141,0.001065247],"domain_scores_gemma":[0.9978616,0.000178337,0.0001709518,0.001050753,0.0002431241,0.0004951914],"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":[0.0001834632,0.00151206,0.3603521,0.001575766,0.0004819031,0.0002127123,0.09135691,0.00007197241,0.005208606,0.0005642034,0.486575,0.05190526],"study_design_scores_gemma":[0.003011836,0.0003587485,0.9865671,0.002862291,0.0003245082,0.000209733,0.001901254,0.0004258065,0.001071499,0.0004732504,0.00227196,0.0005219494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448059,0.0004463395,0.0004102417,0.04842769,0.002043741,0.0008891743,0.0001396672,0.001032993,0.001804232],"genre_scores_gemma":[0.9198586,0.00005499892,0.0004007038,0.0003678668,0.0004347771,0.0001213163,0.0005486424,0.0001559246,0.07805713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.626215,"threshold_uncertainty_score":0.9997862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692862456575177,"score_gpt":0.3143314937841314,"score_spread":0.2774028692183796,"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."}}