{"id":"W2262928681","doi":"10.2174/1566524016666160126144143","title":"Potential Biomarkers for Depression Associated with Coronary Artery Disease: A Critical Review","year":2016,"lang":"en","type":"review","venue":"Current Molecular Medicine","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronary artery disease; Endothelial dysfunction; Depression (economics); Bioinformatics; Population; Mood disorders; Disease; Neurotrophic factors; Internal medicine; Anxiety; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004356636,0.0006010809,0.002456107,0.0002530257,0.00009657307,0.000008181094,0.0001579183,0.0002240416,0.0003281341],"category_scores_gemma":[0.002517197,0.0003110349,0.0006544257,0.0002975029,0.0003331856,0.00004837397,0.00005926796,0.0003277865,0.00003509128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801444,"about_ca_system_score_gemma":0.0006023624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.646775e-7,"about_ca_topic_score_gemma":9.883664e-8,"domain_scores_codex":[0.996814,0.0002336291,0.0008317457,0.0007294091,0.0009447306,0.0004464504],"domain_scores_gemma":[0.9974849,0.0003468292,0.0003198311,0.000596749,0.0004789937,0.0007727136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908627,0.0001858058,0.000006327801,0.04448894,0.0004808102,0.001021373,0.000001814462,1.136248e-8,0.00003189921,0.00006820113,0.01539212,0.9381318],"study_design_scores_gemma":[0.001435409,0.0002453969,0.0001629315,0.3883166,0.008181632,0.0004078852,7.643775e-7,0.0000182773,3.949401e-7,0.00002698371,0.600962,0.0002417475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003550054,0.98772,0.005691136,0.002710206,0.000580937,0.003001908,0.0001077659,0.00008852478,0.00009597369],"genre_scores_gemma":[0.0001707791,0.9953101,0.00006622376,0.0007375142,0.000400648,0.0003741111,0.0026983,0.0001155602,0.0001267871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9378901,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06071529880132719,"score_gpt":0.3799773027861224,"score_spread":0.3192620039847952,"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."}}