{"id":"W4404548502","doi":"10.1016/j.cardfail.2024.10.445","title":"Suboptimal Titration of Heart Failure Medications in Pediatric Patients: Baseline Data from ACTION","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Baseline (sea); Heart failure; Action (physics); Internal medicine; Intensive care medicine; Cardiology","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":[0.003170616,0.0004283956,0.001130674,0.0004471666,0.0004647585,0.001285464,0.0005165075,0.0008835471,0.002164933],"category_scores_gemma":[0.01133002,0.0002650202,0.001061966,0.001398857,0.0003340986,0.001242598,0.0006282185,0.001722827,0.0003880006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145563,"about_ca_system_score_gemma":0.002054102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009039822,"about_ca_topic_score_gemma":0.01034818,"domain_scores_codex":[0.9974081,0.0009756378,0.0003470473,0.0002908371,0.0006452271,0.0003331352],"domain_scores_gemma":[0.9854262,0.005004189,0.005347671,0.0008372335,0.002205095,0.00117968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006159524,0.000548636,0.9665669,0.0001861792,0.0005316997,0.0001666879,0.000456004,0.0002824877,0.0002650423,0.0001396118,0.003335838,0.02136135],"study_design_scores_gemma":[0.0004090308,0.002113468,0.9938427,0.00008395853,0.0003308757,0.0002242281,0.0003396099,0.0002086833,0.0002167479,0.00005222618,0.002160177,0.00001822861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860976,0.00300714,0.0003592697,0.000545008,0.00003811266,0.00009455824,0.00623767,0.00002943189,0.003591281],"genre_scores_gemma":[0.9923152,0.001044462,0.0004725035,0.0004611053,0.00005032934,0.0001111681,0.005259702,0.00001568642,0.0002697914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009039822,"threshold_uncertainty_score":0.01797438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355092783180955,"score_gpt":0.3048651385295499,"score_spread":0.2813142106977403,"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."}}