{"id":"W3036722810","doi":"10.4067/s0034-98872020000300311","title":"Fragilidad: en busca de herramientas de evaluación preoperatoria","year":2020,"lang":"es","type":"article","venue":"Revista médica de Chile","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001114296,0.0006078584,0.0009570032,0.00010224,0.0002195552,0.0003585132,0.0007427019,0.000523093,0.004106684],"category_scores_gemma":[0.003629505,0.0006130817,0.0003472563,0.0006441989,0.0002313789,0.0001676588,0.0002892363,0.001305351,0.001691841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030598,"about_ca_system_score_gemma":0.001670039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499508,"about_ca_topic_score_gemma":0.00000322375,"domain_scores_codex":[0.9953577,0.0007962082,0.0008045338,0.0009307694,0.0008214083,0.001289365],"domain_scores_gemma":[0.9966063,0.0003859477,0.000233436,0.001010673,0.0001779412,0.001585687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009237541,0.001415778,0.3580722,0.009775674,0.001402768,0.001753721,0.0204135,0.0002961906,0.05187857,0.01104869,0.5208826,0.0221365],"study_design_scores_gemma":[0.003611312,0.0009936736,0.07913417,0.002994749,0.001028957,0.0003164873,0.000540987,0.005991254,0.004348828,0.00009601053,0.900137,0.000806588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003118,0.02954447,0.001859773,0.04282434,0.0006940565,0.002587368,0.0004658979,0.0006763355,0.02103601],"genre_scores_gemma":[0.9794633,0.002122865,0.002951681,0.008713961,0.004270388,0.00008924784,0.0001394336,0.0001938108,0.002055334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3792544,"threshold_uncertainty_score":0.9996321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730927893056739,"score_gpt":0.3087283381926236,"score_spread":0.2914190592620562,"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."}}