{"id":"W4415055806","doi":"10.1002/agm2.70050","title":"Detection of Frailty in Primary Care","year":2025,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Activities of daily living; Confusion; Population; Poverty; Frailty syndrome; Balance (ability); Population ageing; Primary 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":[0.001217983,0.0002843769,0.0008654724,0.002722676,0.001400038,0.001393229,0.00113349,0.001452375,0.006835424],"category_scores_gemma":[0.009546058,0.0004532153,0.0004837227,0.002261716,0.0004101934,0.001225825,0.001924569,0.001387081,0.001528191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066849,"about_ca_system_score_gemma":0.00201413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03721611,"about_ca_topic_score_gemma":0.04508808,"domain_scores_codex":[0.9978337,0.0004183073,0.0002493541,0.0003386401,0.0007816862,0.0003784563],"domain_scores_gemma":[0.9957936,0.0007675827,0.001106643,0.0001437648,0.001123566,0.001064899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001542862,0.0002262116,0.9454948,0.0006489926,0.00006242798,0.00224305,0.001325661,0.00004965795,0.0004531303,0.0002287289,0.01924435,0.02986852],"study_design_scores_gemma":[0.00002630629,0.0002529194,0.9896368,0.0008310128,0.0000434212,0.002828223,0.001246699,0.0002987099,0.00009198583,0.0003828427,0.004340535,0.00002047156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654661,0.03532312,0.002059025,0.01859464,0.001019627,0.001608931,0.01748949,0.000391442,0.05804768],"genre_scores_gemma":[0.978875,0.007418809,0.002474575,0.005363323,0.0007115176,0.0003858514,0.002842737,0.00002561687,0.001902767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721611,"threshold_uncertainty_score":0.07399893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511135993039283,"score_gpt":0.2915585723269464,"score_spread":0.2764472123965536,"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."}}