{"id":"W4412023295","doi":"10.35376/10324/76235","title":"Utilidad de los test evaluadores de la sarcopenia en la estimación preoperatoria de la fragilidad y el riesgo de morbimortalidad en cirugía cardiaca","year":2025,"lang":"es","type":"dissertation","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":[0.004491285,0.0009126546,0.0007347528,0.001879382,0.0001689459,0.0008680795,0.000450389,0.0006448316,0.001134876],"category_scores_gemma":[0.008790893,0.0001894107,0.000752854,0.0008983133,0.0003461231,0.000478685,0.0004380043,0.0003834873,0.0003332324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826567,"about_ca_system_score_gemma":0.0003245045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396746,"about_ca_topic_score_gemma":0.001511804,"domain_scores_codex":[0.99786,0.001191981,0.0002017471,0.0002149676,0.000420755,0.0001105695],"domain_scores_gemma":[0.9939051,0.003107283,0.001564898,0.0002137325,0.0008971925,0.0003117974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001077869,0.0002242843,0.9749889,0.0001244726,0.0002106552,0.00004580457,0.00007362844,0.0006348365,0.0005001558,0.00002950475,0.0001573346,0.02193262],"study_design_scores_gemma":[0.0001068335,0.00237714,0.9896972,0.0001334229,0.0002405738,0.0004359711,0.0001674088,0.00542068,0.0006801021,0.0001305217,0.0005875129,0.00002257811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913555,0.003730039,0.001678499,0.00009004365,0.00004870182,0.00008314265,0.0006438048,0.00003559233,0.002334743],"genre_scores_gemma":[0.9954632,0.00111885,0.002259287,0.00003342948,0.00005385465,0.0001027881,0.000523783,0.000004827658,0.0004400521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004491285,"threshold_uncertainty_score":0.02375245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005976771137144515,"score_gpt":0.3474176137939012,"score_spread":0.3414408426567567,"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."}}