{"id":"W4412008662","doi":"10.1161/circheartfailure.124.012716","title":"Guideline-Directed Medical Therapy Use in the STRONG-HF Trial","year":2025,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada); Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Guideline; Tolerability; Randomized controlled trial; Clinical trial; Internal medicine; Intensity (physics); Medical therapy; Adverse effect; Surgery","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":[0.01165411,0.0003214261,0.001102472,0.0002108149,0.0002070777,0.0006634384,0.0003789799,0.0008911403,0.001366998],"category_scores_gemma":[0.01374977,0.0001653566,0.001390347,0.0005000932,0.0004086204,0.0006709449,0.0005218894,0.001032721,0.0001349652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639639,"about_ca_system_score_gemma":0.0006809709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006578715,"about_ca_topic_score_gemma":0.001432553,"domain_scores_codex":[0.9889482,0.008393005,0.0009199922,0.0006606831,0.0007627862,0.0003153312],"domain_scores_gemma":[0.9884478,0.004378117,0.004646373,0.001116461,0.0006260127,0.0007851931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3197722,0.002884963,0.4665449,0.00431542,0.02741071,0.0001597578,0.0003035238,0.00225811,0.00215705,0.00206792,0.01881802,0.1533074],"study_design_scores_gemma":[0.09473091,0.03308051,0.843366,0.001341961,0.01370811,0.0002445249,0.000144858,0.002622858,0.001147818,0.00184803,0.007660062,0.0001044352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771338,0.01297207,0.0006116749,0.002851559,0.0003113699,0.0003721385,0.002009446,0.00003564448,0.003702448],"genre_scores_gemma":[0.9949815,0.0009997195,0.0008428567,0.001120676,0.0002662431,0.0003208704,0.001244308,0.000004973384,0.0002188037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165411,"threshold_uncertainty_score":0.06163353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031511650403394,"score_gpt":0.369570813269014,"score_spread":0.29925569676498,"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."}}