{"id":"W4387033904","doi":"10.1001/jama.2023.13776","title":"Global Variations in Heart Failure—Reply","year":2023,"lang":"en","type":"letter","venue":"JAMA","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.002195861,0.000662483,0.0008074609,0.0007926656,0.001547651,0.0015622,0.0010507,0.01639395,0.01066816],"category_scores_gemma":[0.01446548,0.0004417674,0.0008804166,0.001144042,0.001256371,0.002657163,0.000990105,0.01705734,0.006314068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172299,"about_ca_system_score_gemma":0.001611528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00902039,"about_ca_topic_score_gemma":0.008430471,"domain_scores_codex":[0.9990253,0.0002803113,0.0001693074,0.0001698696,0.0002211504,0.0001339652],"domain_scores_gemma":[0.9943326,0.003498715,0.0003251974,0.0002228105,0.0009516169,0.0006690249],"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":[0.00003584824,0.00001749488,0.002438082,0.00003878866,0.00001487641,0.000400479,0.0001023713,0.00003712868,0.00005908837,0.0005060677,0.9892762,0.007073577],"study_design_scores_gemma":[0.0002834287,0.0001578298,0.03108991,0.0006768952,0.000105379,0.004222743,0.002225808,0.0007888536,0.0004830293,0.008521573,0.9512507,0.0001940064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000785438,0.000709906,0.00005371214,0.9812248,0.01552199,0.000009058324,0.0002602225,0.00004649356,0.001388298],"genre_scores_gemma":[0.009529558,0.001088191,0.0001763173,0.9497016,0.03502882,0.00005756024,0.0001680682,0.00002777624,0.004222149],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01639395,"threshold_uncertainty_score":0.03568852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972196473397714,"score_gpt":0.2822704587415163,"score_spread":0.2625484940075392,"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."}}