{"id":"W4210407187","doi":"10.3390/ijerph19031616","title":"The Contribution of Frailty to Participation of Older Adults","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israel National Institute for Health Policy Research","keywords":"Gerontology; Activities of daily living; Healthy aging; Cognition; Cognitive impairment; Medicine; Older people; Psychology; Physical therapy; Psychiatry","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":[0.0014927,0.0003242451,0.0004130042,0.000839996,0.0004132722,0.0005377316,0.0004080367,0.0003703022,0.001947927],"category_scores_gemma":[0.007320519,0.0001285409,0.0004627416,0.0006133076,0.0003211676,0.0003750909,0.0008216595,0.000530415,0.000160714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561229,"about_ca_system_score_gemma":0.0003225444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561487,"about_ca_topic_score_gemma":0.004695398,"domain_scores_codex":[0.9991928,0.0002418331,0.0001157598,0.0001137341,0.000221132,0.0001148182],"domain_scores_gemma":[0.9960394,0.0009114296,0.001769901,0.0001818541,0.0004548208,0.0006426183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007829964,0.00002327195,0.9965698,0.00002026027,0.00005769242,0.00003851003,0.0001305001,0.00002856554,0.0000510281,0.000009873229,0.00005143225,0.002940919],"study_design_scores_gemma":[0.000001803115,0.00005721085,0.999561,0.00001011539,0.00001744946,0.0001110893,0.0000647863,0.00005505352,0.00000979713,0.00002630323,0.00008341932,0.000001858382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985507,0.0006652402,0.00005874448,0.00007124738,0.000005559718,0.000007774579,0.0001694917,0.000001650205,0.0004695654],"genre_scores_gemma":[0.9995584,0.0001419128,0.00004069176,0.00001375715,0.00001091198,0.000006352497,0.000155241,6.351355e-7,0.00007210122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003561487,"threshold_uncertainty_score":0.007894218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362476184774145,"score_gpt":0.4128161444706835,"score_spread":0.349191382622942,"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."}}