{"id":"W4361257510","doi":"10.20473/fmi.v59i1.39512","title":"Mortality among Heart Failure Patients in the Presence of Cachexia","year":2023,"lang":"en","type":"article","venue":"Folia Medica Indonesiana","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Airlangga","keywords":"Cachexia; Medicine; Heart failure; Cohort study; Retrospective cohort study; Internal medicine; Mortality rate; Cohort; Intensive care medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0006846595,0.0001238242,0.0002762834,0.00017815,0.00004583239,0.000005315407,0.0002055643,0.0002034902,0.00006042526],"category_scores_gemma":[0.0003318888,0.0000753246,0.0001003239,0.001027245,0.0002726399,0.00005213789,0.0000464196,0.0003324093,0.00004760414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328571,"about_ca_system_score_gemma":0.00009855263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008520304,"about_ca_topic_score_gemma":0.0002131701,"domain_scores_codex":[0.9982551,0.0001257521,0.0003580322,0.0002164711,0.0007345261,0.0003101525],"domain_scores_gemma":[0.9992049,0.0001152687,0.00008956346,0.000402099,0.0000566893,0.000131505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003105505,0.0001259472,0.9551296,0.00009221154,0.00005861806,0.00007093934,0.0008203753,0.000001266325,0.0001247336,0.00002849046,0.04318896,0.0003278459],"study_design_scores_gemma":[0.001272676,0.0001077112,0.9953304,0.0002116803,0.00006944545,0.000007309882,0.000766951,0.0001659729,0.0002364555,0.00005085457,0.001706614,0.00007395259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936174,0.00005507868,0.000002488645,0.004320364,0.0002096902,0.0005305358,0.000008116443,0.0000462778,0.001210058],"genre_scores_gemma":[0.9994352,0.00002833993,0.00002224234,0.0002289999,0.00005884569,0.00003017305,0.00006315318,0.00001257788,0.0001204665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04148235,"threshold_uncertainty_score":0.3071648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466033763822173,"score_gpt":0.2725464997767278,"score_spread":0.2578861621385061,"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."}}