{"id":"W3213808054","doi":"10.1161/circimaging.121.013628","title":"What Can We Learn About Heart Failure From Sodium Magnetic Resonance Imaging?","year":2021,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Sodium Intake and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Magnetic resonance imaging; Heart failure; Sodium; Nuclear magnetic resonance; Medicine; Cardiology; Physics; Materials science; Radiology","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","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007610475,0.0009848389,0.00172864,0.0004787752,0.0006672558,0.001762437,0.0005731386,0.0006918645,0.0004677554],"category_scores_gemma":[0.0001528275,0.001205178,0.002535601,0.0006557308,0.0002461667,0.0009785353,0.0001702534,0.003362292,0.0003023683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009353672,"about_ca_system_score_gemma":0.000361617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407052,"about_ca_topic_score_gemma":0.00009459617,"domain_scores_codex":[0.9922374,0.001129245,0.001023087,0.00219542,0.001964722,0.001450076],"domain_scores_gemma":[0.9957559,0.0002629897,0.0003087897,0.002836243,0.0006030328,0.0002331073],"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":[0.0000162076,0.00002197163,0.02067386,0.0004492839,0.000291516,0.000999646,0.001549593,0.0002455766,0.0002476262,0.000002819608,0.8404748,0.1350271],"study_design_scores_gemma":[0.0010773,0.000008723,0.02272546,0.001706686,0.0009692482,0.0003774259,0.0007925503,0.001377781,0.000195855,0.0004074234,0.969152,0.001209514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00116221,0.4042617,0.0005116017,0.5834743,0.008998475,0.0007822819,0.00009965606,0.0004246778,0.0002850996],"genre_scores_gemma":[0.05775201,0.002638798,0.0020848,0.8992428,0.03139957,0.0002276024,0.005138221,0.0008703864,0.0006458417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.401623,"threshold_uncertainty_score":0.9992738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563469807878375,"score_gpt":0.243274161077793,"score_spread":0.2276394629990093,"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."}}