{"id":"W4388627828","doi":"10.33678/cor.2023.026","title":"(Frailty syndrome, what should we know before cardiac surgery)","year":2023,"lang":"en","type":"article","venue":"Cor et Vasa","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Theology; Internal medicine; Philosophy","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":[0.0004814372,0.0003270772,0.0005057887,0.0006911538,0.001037192,0.0007964384,0.0003206979,0.0009092634,0.00813389],"category_scores_gemma":[0.003390666,0.0001052399,0.0004508185,0.0004920145,0.0004047243,0.001253822,0.0007848578,0.001695702,0.00137303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035943,"about_ca_system_score_gemma":0.001474177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466809,"about_ca_topic_score_gemma":0.004969745,"domain_scores_codex":[0.9997211,0.00006076065,0.00003987119,0.00003706797,0.00008075452,0.0000602785],"domain_scores_gemma":[0.9991156,0.000204255,0.0001648847,0.00003751789,0.0001603224,0.000317415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007198625,0.0006397853,0.2795239,0.002253994,0.0002759231,0.02652786,0.004116444,0.0003003349,0.003335861,0.005410336,0.1548306,0.5220651],"study_design_scores_gemma":[0.0002319546,0.001625376,0.622797,0.008511127,0.0003515871,0.1263499,0.006863642,0.0007653832,0.001503828,0.02393459,0.2068386,0.0002270535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5345841,0.1666478,0.004929668,0.1482382,0.006458047,0.0003774482,0.00485263,0.0004797863,0.1334324],"genre_scores_gemma":[0.8990381,0.05080387,0.004782475,0.01839717,0.002417867,0.0001888391,0.002568009,0.00003975199,0.02176392],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00813389,"threshold_uncertainty_score":0.02721059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868600058827271,"score_gpt":0.3309414209056328,"score_spread":0.2522554203173601,"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."}}