{"id":"W4385897770","doi":"10.36740/merkur202303105","title":"ANALYSIS OF FACTORS ASSOCIATED WITH FRAILTY SYNDROME IN PATIENTS WITH HEART FAILURE","year":2023,"lang":"en","type":"article","venue":"Polski Merkuriusz Lekarski","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Academy of Sciences of Ukraine","keywords":"Medicine; Heart failure; Internal medicine; COPD; Depression (economics); Cardiology; Diabetes mellitus; Obesity","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":[0.0005368922,0.0004076886,0.0004467014,0.0007122396,0.0003478143,0.0003854934,0.0001847691,0.0003498679,0.001237745],"category_scores_gemma":[0.001685999,0.0001472171,0.0005784112,0.0005000097,0.0001315048,0.0002445464,0.0003217318,0.0005004785,0.000152355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375455,"about_ca_system_score_gemma":0.0003045816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678038,"about_ca_topic_score_gemma":0.002585837,"domain_scores_codex":[0.9997013,0.0001000564,0.00003625985,0.00004374666,0.00006747075,0.00005115234],"domain_scores_gemma":[0.9993595,0.0001366749,0.0002308602,0.00002583862,0.00009086428,0.0001561456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008291243,0.00002699783,0.9987805,0.000006421898,0.0000414025,0.0000305747,0.00001607292,0.00001919526,0.00008558024,0.000003197201,0.00003677094,0.0008703425],"study_design_scores_gemma":[0.000005205434,0.0001195346,0.9994264,0.000004888971,0.00002208223,0.000125558,0.00004231619,0.0001700214,0.00002327518,0.000009652369,0.00004946867,0.000001774191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992402,0.0003170141,0.00007786773,0.00004271412,0.000006314071,0.000007518144,0.0001332037,0.000001945197,0.0001732881],"genre_scores_gemma":[0.9995728,0.00006578579,0.00008814805,0.00001480561,0.00001106328,0.000007217067,0.0001711171,5.454608e-7,0.00006849466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678038,"threshold_uncertainty_score":0.004140675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182590441758542,"score_gpt":0.2613524758381733,"score_spread":0.2395265714205879,"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."}}