{"id":"W4402201912","doi":"10.7759/cureus.68494","title":"Frailty in Diabetic Population: A Study From Northern India","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Observational study; Glycemic; Gerontology; Population; Psychological intervention; Disease; Cross-sectional study; Internal medicine; Environmental health; Pathology","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":[0.0003788533,0.000289514,0.0004184776,0.001591521,0.001404828,0.0009554478,0.0006376003,0.0003755304,0.001316918],"category_scores_gemma":[0.0006675721,0.0003494977,0.0005310992,0.00189634,0.0006651788,0.0003285714,0.0008960761,0.000502914,0.0002857034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000907627,"about_ca_system_score_gemma":0.001391949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07862533,"about_ca_topic_score_gemma":0.08380465,"domain_scores_codex":[0.9996601,0.00004652269,0.00003803186,0.00006539382,0.00007725273,0.0001126646],"domain_scores_gemma":[0.9995395,0.00006544638,0.0001152617,0.00004414338,0.00007397617,0.0001617278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006674937,0.0001368732,0.9911664,0.00008360349,0.00003790402,0.001105905,0.004407192,0.00002844536,0.0003679247,0.00005468454,0.000284555,0.00225971],"study_design_scores_gemma":[0.000006845343,0.0001139353,0.9935959,0.00003448095,0.00003129035,0.001128858,0.004598647,0.00003741466,0.00003859191,0.00002869549,0.0003769443,0.000008477283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985935,0.0001797991,0.00003880978,0.00007789552,0.000004397378,0.00003082331,0.000249425,0.00000337287,0.0008219799],"genre_scores_gemma":[0.9990388,0.0003149257,0.00007301828,0.0001100304,0.000009472993,0.0000257296,0.0002230757,0.000001758587,0.0002031298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07862533,"threshold_uncertainty_score":0.1563354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677035286752329,"score_gpt":0.3102874221130607,"score_spread":0.2835170692455374,"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."}}