{"id":"W4406964274","doi":"10.1161/circheartfailure.124.012724","title":"Letter by Shah Regarding Article, “Reversible Cause of Heart Failure?”","year":2025,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Cardiology; Internal medicine","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":[0.001729415,0.0008016122,0.001190074,0.0008241825,0.003788584,0.002972792,0.001302126,0.04250991,0.005756998],"category_scores_gemma":[0.01844332,0.00061669,0.001288902,0.0006316162,0.001705523,0.002305102,0.001220041,0.02430313,0.003745452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003379001,"about_ca_system_score_gemma":0.004771623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006491885,"about_ca_topic_score_gemma":0.01041101,"domain_scores_codex":[0.9984875,0.0004583424,0.0002195073,0.0002050745,0.0003251263,0.0003045552],"domain_scores_gemma":[0.9969271,0.001406661,0.0002573087,0.00008745248,0.0006398826,0.0006816723],"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":[0.0001023405,0.00006428705,0.002106581,0.00007101068,0.0000276896,0.01180335,0.0001979025,0.00007905468,0.0001691325,0.001672809,0.9781802,0.005525684],"study_design_scores_gemma":[0.0004261537,0.000195599,0.007004289,0.001013564,0.0001382814,0.01909794,0.001456439,0.001152446,0.0004148187,0.009608441,0.9593468,0.0001452758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00109061,0.001257119,0.00006597113,0.9652225,0.02783154,0.00001940922,0.00007054373,0.00002395913,0.004418343],"genre_scores_gemma":[0.009533326,0.001688215,0.0002276584,0.9101341,0.06952696,0.00004305881,0.0000628472,0.00002674942,0.008757032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04250991,"threshold_uncertainty_score":0.02451646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592049682812822,"score_gpt":0.2505483444130023,"score_spread":0.2346278475848741,"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."}}