{"id":"W3164698627","doi":"10.5770/cgj.24.401","title":"Understanding Frailty Screening: a Domain Mapping Exercise","year":2021,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biopsychosocial model; Medicine; PsycINFO; CINAHL; Psychosocial; MEDLINE; Gerontology; Social isolation; Systematic review; Mental health; Psychological intervention; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01763148,0.00122658,0.002633363,0.02038887,0.001087655,0.003962528,0.001393482,0.001349265,0.003142067],"category_scores_gemma":[0.04238761,0.0006791843,0.002739037,0.01547769,0.002141301,0.006798504,0.003267971,0.001758803,0.0003203709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004029947,"about_ca_system_score_gemma":0.01304891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330508,"about_ca_topic_score_gemma":0.02199431,"domain_scores_codex":[0.9933877,0.003875099,0.00112365,0.0004394956,0.0009833439,0.0001906406],"domain_scores_gemma":[0.9691811,0.02538861,0.002110611,0.0005496345,0.002543629,0.0002264486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009756237,0.00006420785,0.006047033,0.2676634,0.001722289,0.0002478293,0.009436715,0.001123394,0.0004381626,0.02300124,0.008320699,0.6818375],"study_design_scores_gemma":[0.0001185544,0.0002280577,0.02415845,0.7212734,0.004620957,0.00139046,0.01570807,0.001330217,0.0004767564,0.0586789,0.1718879,0.0001282961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003977505,0.9755831,0.008885233,0.006208088,0.0001936795,0.0006206108,0.0004742749,0.00002994821,0.004027544],"genre_scores_gemma":[0.0616712,0.8976232,0.03605675,0.002136342,0.000168176,0.001302959,0.0005883649,0.0000101928,0.0004428369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02038887,"threshold_uncertainty_score":0.09324533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059856385778334,"score_gpt":0.3335849746522052,"score_spread":0.1275993360743718,"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."}}