{"id":"W4402893412","doi":"10.1002/ehf2.15076","title":"Barriers and Facilitators to Implementation of Intravenous Cardiovascular Treatments in Ambulatory Settings","year":2024,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University","funders":"Daiichi Sankyo Europe; Canadian Institutes of Health Research; MicroPort; Duke Clinical Research Institute; Novo Nordisk; Abiomed; Boston Scientific Corporation; Abbott Diagnostics; Bristol-Myers Squibb; AstraZeneca; Bayer Corporation; CSL Behring; Cytokinetics; Revance; Janssen Pharmaceuticals; Gilead Sciences; Pfizer; Heart and Stroke Foundation of Canada; BioClinica","keywords":"Medicine; Ambulatory; CINAHL; MEDLINE; Ambulatory care; Intensive care medicine; Patient safety; Thematic analysis; Health care; Adverse effect; Nursing; Qualitative research; Psychological intervention; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003208856,0.0001738435,0.0003768202,0.0002636368,0.00003834569,0.00002265349,0.00002752705,0.00006496939,0.0001720989],"category_scores_gemma":[0.00001619481,0.0001511571,0.0001869096,0.0003283287,0.00003453147,0.00009625614,0.00003735377,0.0001015277,0.0000493821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582697,"about_ca_system_score_gemma":0.0001099734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005765249,"about_ca_topic_score_gemma":0.0001178539,"domain_scores_codex":[0.998773,0.00004731581,0.000268639,0.0003622123,0.000277385,0.0002714719],"domain_scores_gemma":[0.9994538,0.00002525051,0.0000121208,0.0002435394,0.00002664036,0.0002386717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002031901,0.0002472666,0.5084107,0.003351,0.006968691,0.0009148831,0.03458822,0.000114866,0.01763453,0.001072338,0.1822947,0.2441996],"study_design_scores_gemma":[0.002145074,0.0008435356,0.1024218,0.0004018151,0.0005590912,0.00005187015,0.00700142,0.00005715247,0.005136302,0.00004019757,0.8810959,0.0002458425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864419,0.001306072,0.00007680032,0.01080544,0.00008671192,0.001118791,0.00002578379,0.00007650263,0.00006199574],"genre_scores_gemma":[0.9942982,0.0000359755,0.004975984,0.0002980839,0.00004441844,0.00008985397,0.00002327778,0.00002284218,0.0002113977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988012,"threshold_uncertainty_score":0.6164008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00642063618225693,"score_gpt":0.2699868568606852,"score_spread":0.2635662206784283,"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."}}