{"id":"W4394742007","doi":"10.1093/ehjcvp/pvae013","title":"New pharmacological agents and novel cardiovascular pharmacotherapy strategies in 2023","year":2024,"lang":"en","type":"review","venue":"European Heart Journal - Cardiovascular Pharmacotherapy","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"European Commission; Medical Research Council; National Institute for Health and Care Research; National Institutes of Health; Barts Charity","keywords":"Medicine; Pharmacotherapy; Polypharmacy; Intensive care medicine; Clinical trial; Heart failure; Repurposing; Guideline; Pharmacology; Drug; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00407527,0.001334767,0.004934366,0.001176134,0.0002450142,0.0005399154,0.0004368825,0.0003431343,0.0009373269],"category_scores_gemma":[0.00002990059,0.0009768752,0.008750494,0.001099418,0.0001466659,0.0003760679,0.0001462441,0.003144366,0.0006052761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004188945,"about_ca_system_score_gemma":0.001070765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003663405,"about_ca_topic_score_gemma":4.943113e-7,"domain_scores_codex":[0.9922773,0.001961535,0.001642776,0.001327296,0.001834105,0.0009569899],"domain_scores_gemma":[0.9975327,0.0001102597,0.0002372767,0.0007077875,0.0001945427,0.001217442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578534,0.0001840851,0.000006876736,0.00222302,0.02613653,0.008433457,0.0001311416,0.0001731615,0.0007893259,0.00001707094,0.02516756,0.9365799],"study_design_scores_gemma":[0.006672997,0.000176991,0.0001594367,0.005207505,0.01472655,0.02260057,0.00003770639,0.0001318152,0.00002235132,0.00001493474,0.9493865,0.0008626236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002122229,0.9925385,0.00142391,0.0002995098,0.001646731,0.001803811,0.00003204208,0.0001855776,0.001857764],"genre_scores_gemma":[0.0002335844,0.9906503,0.0009135346,0.001188804,0.005070008,0.00003097568,0.00003813087,0.0004789308,0.00139572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9357173,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663938442507102,"score_gpt":0.4121024644585225,"score_spread":0.2457086202078123,"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."}}