{"id":"W4406964219","doi":"10.1093/eurjcn/zvae172","title":"Nurses and allied professionals’ engagement in clinical research-in-practice: a statement of the Association of Cardiovascular Nursing & Allied Professions of the European Society of Cardiology","year":2025,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Excellence; Workforce; Context (archaeology); Nursing; Medical education","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07772948,0.0005735783,0.0008104004,0.0009759974,0.009101789,0.008139532,0.002053862,0.02399499,0.001631909],"category_scores_gemma":[0.09651835,0.0009675384,0.001166401,0.001145333,0.01057903,0.007613755,0.01425375,0.03400729,0.0006225642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005587577,"about_ca_system_score_gemma":0.05796262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907688,"about_ca_topic_score_gemma":0.02464849,"domain_scores_codex":[0.9340124,0.03079979,0.008753847,0.003388709,0.017179,0.005866253],"domain_scores_gemma":[0.7015896,0.1668624,0.02116202,0.005695935,0.04297537,0.06171468],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001187013,0.0003610916,0.01884389,0.00200785,0.0001106207,0.001534901,0.04823915,0.0002891605,0.002155199,0.02000291,0.7336233,0.1727133],"study_design_scores_gemma":[0.0000711854,0.0003817098,0.02155731,0.007672607,0.00009587123,0.002342011,0.05116647,0.0005730848,0.0007083378,0.01086369,0.9043158,0.0002519394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003217318,0.005024467,0.0003444856,0.984507,0.004900987,0.00002081296,0.00001362149,0.000009663078,0.001961671],"genre_scores_gemma":[0.1353584,0.02744353,0.004367138,0.812846,0.01408937,0.0002239074,0.0001057402,0.00005251582,0.005513453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9222705,"threshold_uncertainty_score":0.4110777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2064941737748004,"score_gpt":0.5060869122353591,"score_spread":0.2995927384605587,"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."}}