{"id":"W1981723795","doi":"10.1097/hco.0b013e32835ced80","title":"Depression in heart failure","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Depression (economics); Heart failure; Scrutiny; Intensive care medicine; Psychological intervention; Population; Psychiatry; Cardiology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006655542,0.000980244,0.002309497,0.001984183,0.0003434573,0.001252983,0.0009571649,0.001065418,0.006293715],"category_scores_gemma":[0.001853093,0.0002937106,0.0009216487,0.001945012,0.0003289961,0.0009976209,0.000835894,0.001640659,0.001811914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717449,"about_ca_system_score_gemma":0.001543672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148133,"about_ca_topic_score_gemma":0.002599569,"domain_scores_codex":[0.9996295,0.0000821756,0.0000802701,0.0000490249,0.0001274453,0.00003157145],"domain_scores_gemma":[0.9993445,0.0003048611,0.0001509921,0.00001130876,0.0001394192,0.00004899981],"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":[0.00007371778,0.00004488186,0.000350456,0.06301877,0.0003997146,0.0001991124,0.00007672106,0.0001486159,0.0003460688,0.00107857,0.05762989,0.8766335],"study_design_scores_gemma":[0.00009042912,0.0001862966,0.004937296,0.06310381,0.00118174,0.004364378,0.0002113422,0.0001689807,0.000330194,0.002123207,0.9232577,0.00004452591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005666903,0.9989378,0.00003193576,0.000269172,0.00029391,0.000006528892,0.00001787587,0.000003807953,0.0003823925],"genre_scores_gemma":[0.0005440378,0.9986678,0.00005410382,0.0002057255,0.0003339302,0.000005613856,0.00002234688,7.86712e-7,0.0001655689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006293715,"threshold_uncertainty_score":0.02105457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193269409560267,"score_gpt":0.420246152809273,"score_spread":0.3009192118532462,"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."}}