{"id":"W4229378464","doi":"10.30595/medisains.v20i1.12374","title":"Frailty among hemodialysis patients","year":2022,"lang":"en","type":"article","venue":"MEDISAINS","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Anxiety; Medicine; Rating scale; Hamilton Anxiety Rating Scale; Physical therapy; Internal medicine; Psychiatry; Psychology","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":[0.0002079447,0.0001001677,0.0001561828,0.0004558481,0.0003658752,0.0002966314,0.00009391984,0.0001934523,0.002597856],"category_scores_gemma":[0.001082543,0.00006966233,0.0001542471,0.0003679784,0.0001461395,0.000196131,0.0002990008,0.0002850977,0.0001247659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734012,"about_ca_system_score_gemma":0.0002262369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295268,"about_ca_topic_score_gemma":0.002869722,"domain_scores_codex":[0.9998419,0.00003117689,0.00001847075,0.00002567414,0.00004262904,0.00004006355],"domain_scores_gemma":[0.9995549,0.00006198852,0.0001886328,0.00001077563,0.00003916404,0.0001444779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003139379,0.0000363685,0.9953995,0.00002286571,0.00001453911,0.0001263109,0.0001945933,0.00001333929,0.0001516154,0.00001543799,0.0002384637,0.003755446],"study_design_scores_gemma":[0.000002575686,0.00007122417,0.9990197,0.00001839104,0.00000688258,0.0003762123,0.0002108721,0.00002857264,0.00002006052,0.00001823555,0.0002253665,0.000001833884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986057,0.0005020609,0.00002326432,0.0001488867,0.000008136815,0.00000580709,0.000123242,0.000001302493,0.0005815939],"genre_scores_gemma":[0.999603,0.0001717713,0.00001447701,0.00004052774,0.00001020598,0.000003377973,0.00007437022,2.011719e-7,0.00008201176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00295268,"threshold_uncertainty_score":0.008690715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421816771403252,"score_gpt":0.2472473587163597,"score_spread":0.2330291910023272,"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."}}