{"id":"W1985321953","doi":"10.1097/spc.0b013e3282f33f98","title":"The complex symptom burden of the aged heart failure population","year":2007,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Heart failure; Population; MEDLINE; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002608021,0.0003559625,0.001016274,0.00014284,0.0001669782,0.00002291728,0.0001300293,0.0001535163,0.00004760397],"category_scores_gemma":[0.00009407703,0.0001827708,0.0004038359,0.000386946,0.0001492327,0.00003786837,0.0001315439,0.0004308091,0.000009121564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068867,"about_ca_system_score_gemma":0.0001385792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004087859,"about_ca_topic_score_gemma":0.00003936963,"domain_scores_codex":[0.9980081,0.0002597426,0.0007260973,0.0003564566,0.0003669964,0.0002826141],"domain_scores_gemma":[0.9986564,0.0003198552,0.000411846,0.0003572874,0.000169901,0.00008472011],"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":[0.00004003095,0.0001099313,0.07778622,0.03673875,0.0003907536,0.000002464188,0.003432451,7.418703e-7,3.684563e-7,0.001355935,0.02936024,0.8507821],"study_design_scores_gemma":[0.0004961525,0.00008167102,0.04440506,0.01663599,0.0002932886,0.000001745857,0.001198159,0.00000184526,4.945378e-7,0.00001943404,0.9367117,0.0001545052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001759205,0.9952566,0.00001283706,0.0005720673,0.001051989,0.002719223,0.0001144179,0.00001536828,0.00008160096],"genre_scores_gemma":[0.002417508,0.9953895,0.00006419849,0.00001693972,0.0003385601,0.000140071,0.001495765,0.00002608269,0.0001113417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9073514,"threshold_uncertainty_score":0.7453176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703698206364259,"score_gpt":0.4453105841958359,"score_spread":0.27494076355941,"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."}}