{"id":"W2085587852","doi":"10.1016/j.cardfail.2013.09.002","title":"Vitamin D in Heart Failure","year":2013,"lang":"en","type":"review","venue":"Journal of Cardiac Failure","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; Vitamin D and neurology; Heart failure; Vitamin; Context (archaeology); Physiology; Ventricular remodeling; Internal medicine; Endocrinology; Bioinformatics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001358219,0.0006017061,0.005822766,0.001198465,0.00005669721,0.00007443943,0.0003595262,0.0006326342,0.0001763298],"category_scores_gemma":[0.001001556,0.0003828561,0.002746316,0.0008174013,0.0001576758,0.00023908,0.0002045495,0.002946557,0.0003058459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596626,"about_ca_system_score_gemma":0.001181388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009573799,"about_ca_topic_score_gemma":0.000007379342,"domain_scores_codex":[0.9956164,0.0005409177,0.001547171,0.0003327155,0.001314518,0.0006482142],"domain_scores_gemma":[0.9971011,0.0004747603,0.0007549662,0.0005612266,0.0006744048,0.0004335395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008374978,0.00009929413,0.00037931,0.01803447,0.001372151,0.0003393502,0.00008154696,3.456725e-7,0.0000207952,0.00001008729,0.6260693,0.353585],"study_design_scores_gemma":[0.0005176664,0.0003292687,0.0004418438,0.03181664,0.001288957,0.001170589,0.0002720666,1.616143e-7,0.000005131117,0.000009162862,0.9638672,0.0002812438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000876131,0.9945012,0.000001924766,0.003173812,0.0005536635,0.001157673,0.00002753181,0.00001481664,0.0004817509],"genre_scores_gemma":[0.00005820618,0.9934972,0.003070774,0.00005569238,0.001851217,0.00007322441,0.0000158906,0.0000991467,0.001278666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3533037,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066312257163385,"score_gpt":0.3485624465777132,"score_spread":0.3178993240060794,"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."}}