{"id":"W2799469354","doi":"10.14740/cr713w","title":"Clinical Significance of Skin Autofluorescence in Patients With Type 2 Diabetes Mellitus With Chronic Heart Failure","year":2018,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Heart failure; Clinical significance; Diabetes mellitus; Type 2 Diabetes Mellitus; Ankle; Surgery; Endocrinology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002286958,0.0001657828,0.000932595,0.0002809043,0.00009908173,0.000007455821,0.0002793816,0.0001738744,0.00005122591],"category_scores_gemma":[0.0006892422,0.0001070562,0.00006774314,0.0009877323,0.004264369,0.00005624928,0.0001613803,0.0009775644,0.00004694819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272492,"about_ca_system_score_gemma":0.000865081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004748398,"about_ca_topic_score_gemma":0.0001471485,"domain_scores_codex":[0.9965592,0.0008926315,0.0003437774,0.0005604284,0.0007473768,0.0008965599],"domain_scores_gemma":[0.9968764,0.0007230553,0.00005399784,0.0006906947,0.001476082,0.000179817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002450098,0.0001362991,0.9880103,0.0001045039,0.0003020395,0.00002325601,0.00009335275,0.000003813362,0.004840714,0.00001715037,0.001861597,0.002156914],"study_design_scores_gemma":[0.002932512,0.01337114,0.9762635,0.0002409573,0.00001702822,0.000003911869,0.00006737553,0.00004183208,0.003294495,0.00002951568,0.003624277,0.0001134332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968744,0.00102636,0.00000778727,0.0004519927,0.00006065622,0.001148341,0.00001195427,0.00002270208,0.0003958228],"genre_scores_gemma":[0.9988043,0.0002617659,0.000385204,0.00003964401,0.0002629131,0.00008537769,0.00001647986,0.00002813047,0.0001161258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323484,"threshold_uncertainty_score":0.9984455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360525318720719,"score_gpt":0.3801152035836493,"score_spread":0.3465099503964421,"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."}}