{"id":"W2431228257","doi":"10.1161/circheartfailure.116.002980","title":"Letter by McAlister and Ezekowitz Regarding Article, “Temporal Trends and Variation in Early Scheduled Follow-Up After a Hospitalization for Heart Failure: Findings From Get With the Guidelines-Heart Failure”","year":2016,"lang":"en","type":"letter","venue":"Circulation Heart Failure","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Variation (astronomy); Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0060646,0.0006074226,0.001075777,0.001429217,0.001896052,0.002363498,0.001211049,0.00845564,0.01819469],"category_scores_gemma":[0.05049142,0.0005427879,0.00110586,0.001705076,0.001022285,0.002052613,0.0008510096,0.01104684,0.01276879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548406,"about_ca_system_score_gemma":0.004847403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0200827,"about_ca_topic_score_gemma":0.02733323,"domain_scores_codex":[0.9954873,0.001325655,0.0007319259,0.0005157921,0.001574759,0.0003645828],"domain_scores_gemma":[0.9686404,0.01637245,0.002301045,0.0008107428,0.00945536,0.002420019],"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":[0.0000389963,0.00001203114,0.001213032,0.00002560376,0.000006743038,0.00006792514,0.00006046781,0.000006495387,0.00001562314,0.0001107281,0.9949314,0.003511018],"study_design_scores_gemma":[0.0004427629,0.0002041971,0.02648408,0.001786651,0.0001162745,0.001159449,0.001473604,0.0004128468,0.0004035691,0.001663724,0.9657022,0.0001505351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001306967,0.001905397,0.0001135594,0.9555385,0.03632636,0.00003481157,0.00108476,0.00007894254,0.00361072],"genre_scores_gemma":[0.008233977,0.004039026,0.0003724901,0.8893989,0.08323994,0.0001817896,0.0009415185,0.0001070141,0.01348531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0200827,"threshold_uncertainty_score":0.06086737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581835682234971,"score_gpt":0.3194199015737304,"score_spread":0.2936015447513807,"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."}}