{"id":"W3150819946","doi":"10.47487/apcyccv.v2i1.122","title":"Fragilidad en adultos mayores con falla cardiaca crónica en un hospital de Lima","year":2021,"lang":"en","type":"article","venue":"Archivos Peruanos de Cardiología y Cirugía Cardiovascular","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; 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":[0.0004369671,0.0002756784,0.0003518805,0.0008093655,0.00039505,0.0003361914,0.0002899112,0.0003664727,0.001170212],"category_scores_gemma":[0.00148756,0.0001838719,0.0003018956,0.0006841192,0.0003431585,0.0002802807,0.0005604441,0.000372678,0.0001336043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004771711,"about_ca_system_score_gemma":0.000482817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637624,"about_ca_topic_score_gemma":0.0189723,"domain_scores_codex":[0.9997003,0.00006823958,0.00003385599,0.00004391423,0.00006626407,0.00008750119],"domain_scores_gemma":[0.9993799,0.00008248174,0.0003312094,0.00001893942,0.00005988132,0.0001275197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006055398,0.00009328981,0.997668,0.0000332584,0.00001481869,0.0001690796,0.0001704338,0.00001722776,0.000112609,0.00001321588,0.0001039944,0.001543506],"study_design_scores_gemma":[0.0000102192,0.0001781772,0.9985408,0.00003520631,0.00001360611,0.0002651521,0.0006110969,0.0001067458,0.0000242638,0.00001792533,0.0001934326,0.000003403718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991189,0.0002358734,0.00002911541,0.00006810805,0.000005010355,0.00001361996,0.0001742283,0.000003423932,0.0003518518],"genre_scores_gemma":[0.9993165,0.0002463475,0.00006384533,0.00005530782,0.00001828742,0.00001849981,0.0001563151,7.256742e-7,0.0001241052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01637624,"threshold_uncertainty_score":0.03256184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120576206741365,"score_gpt":0.2293340562698474,"score_spread":0.2232134800631061,"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."}}