{"id":"W3033272173","doi":"10.14740/cr1097","title":"Skin Autofluorescence as a Predictor of First Heart Failure Hospitalization in Patients With Heart Failure With Preserved Ejection Fraction","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Hazard ratio; Heart failure; Cardiology; Proportional hazards model; Confidence interval; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000458751,0.0001567384,0.0003107862,0.0001556365,0.0001260473,0.00001937193,0.0002417399,0.0002332195,0.00003093083],"category_scores_gemma":[0.0009618634,0.0001314869,0.00004560232,0.0007688122,0.0003528591,0.00003562297,0.0001535118,0.0004485121,0.00001728224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006153611,"about_ca_system_score_gemma":0.0002223244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004781872,"about_ca_topic_score_gemma":0.0000708649,"domain_scores_codex":[0.9976084,0.0005010467,0.00022674,0.0006717232,0.0005650372,0.000427066],"domain_scores_gemma":[0.9982449,0.00005664596,0.00006738627,0.0004782154,0.001009963,0.0001428774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271633,0.00006499232,0.9664149,0.00009217778,0.00005359877,0.000001894007,0.0000545263,0.001927731,0.02270933,0.00001505761,0.007361145,0.00003300466],"study_design_scores_gemma":[0.00263343,0.00527087,0.8510205,0.00007690224,0.00001248906,0.000009418342,0.0004379993,0.0001944449,0.07170583,0.00004093497,0.06831075,0.0002864118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939755,0.0001056782,0.001690059,0.003012058,0.00002739246,0.001008874,0.00002943481,0.00001994716,0.0001310144],"genre_scores_gemma":[0.9978858,0.00003297214,0.001232057,0.000052399,0.000196116,0.0001349232,0.0003670379,0.00003340606,0.00006530547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153944,"threshold_uncertainty_score":0.5361879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014546981921817,"score_gpt":0.2885147579509779,"score_spread":0.2739677760291609,"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."}}