{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846315,0.0002517905,0.000264407,0.0005364234,0.0002725189,0.0003484655,0.0001548804,0.0003281419,0.001128076],"category_scores_gemma":[0.001351415,0.000110967,0.0002449793,0.0003283103,0.0001866786,0.0002418952,0.0002357918,0.000388065,0.0001380524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329668,"about_ca_system_score_gemma":0.0001466935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009880823,"about_ca_topic_score_gemma":0.001236814,"domain_scores_codex":[0.9998176,0.0000578052,0.00001917927,0.0000370761,0.00002892169,0.00003947479],"domain_scores_gemma":[0.9988838,0.000296458,0.0004485591,0.00003646293,0.00007257205,0.0002622015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027409,0.00001705569,0.9991719,0.000002345047,0.000009603695,0.0000295626,0.00000938169,0.00001335683,0.0001151639,0.000001417745,0.00001584664,0.0005116315],"study_design_scores_gemma":[0.000004469397,0.0001159462,0.9994712,0.000002056634,0.00001083791,0.0001551351,0.00003676126,0.0001424708,0.00003512752,0.000005416978,0.00001929091,0.000001179024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996666,0.0001433905,0.00003771678,0.00001286448,0.000003411678,0.000002113595,0.00003530929,0.000001410365,0.00009710846],"genre_scores_gemma":[0.9998674,0.00002695737,0.00002998335,0.000006629054,0.000006461045,0.000001781375,0.00003943989,2.838579e-7,0.00002113525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001128076,"threshold_uncertainty_score":0.003773808,"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."}}