{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03649522,0.0005162447,0.00233749,0.005305145,0.001009202,0.003540861,0.001316111,0.001358758,0.002899961],"category_scores_gemma":[0.1550042,0.0007039942,0.00291612,0.006806517,0.001158036,0.003439253,0.002376388,0.001586078,0.0001354718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691727,"about_ca_system_score_gemma":0.02218483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931893,"about_ca_topic_score_gemma":0.03201419,"domain_scores_codex":[0.9680715,0.01620915,0.009555337,0.000988935,0.004155134,0.001019962],"domain_scores_gemma":[0.7877346,0.1811625,0.02067364,0.001174578,0.008275407,0.0009792544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004112128,0.0001393894,0.02790893,0.7118245,0.005078244,0.000331111,0.02177525,0.0004084661,0.000322619,0.003571361,0.004721431,0.2235074],"study_design_scores_gemma":[0.000191113,0.0002566045,0.03799685,0.9003998,0.008918357,0.0003022323,0.02000078,0.0002540022,0.00035656,0.00133648,0.02992084,0.00006645097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08253722,0.8904619,0.001979386,0.0118395,0.0004856297,0.001863727,0.001480281,0.00002767504,0.009324696],"genre_scores_gemma":[0.4136833,0.5703645,0.00741829,0.003400346,0.0001525116,0.003453283,0.000787574,0.00002444466,0.0007155975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03649522,"threshold_uncertainty_score":0.1930075,"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."}}