{"id":"W4404188772","doi":"10.1002/ejhf.3519","title":"Examining the Clinical Role and Educational Preparation of Heart Failure Nurses Across Europe. A Survey of the Heart Failure Association (HFA) of the European Society of Cardiology (ESC) and the Association of Cardiovascular Nursing and Allied Professions (ACNAP) of the ESC","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"European Society of Cardiology; AstraZeneca","keywords":"Heart failure; Medicine; Key (lock); Intensive care medicine; Internal medicine","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":[0.003499041,0.0001591779,0.0002269923,0.0009490236,0.0004236612,0.0006954826,0.0003107376,0.0005787045,0.000585601],"category_scores_gemma":[0.00621544,0.0002057161,0.0002242968,0.001003275,0.000460032,0.0007846192,0.00100714,0.0003122703,0.0001507987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008420644,"about_ca_system_score_gemma":0.00125182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100467,"about_ca_topic_score_gemma":0.0112259,"domain_scores_codex":[0.9982195,0.0007328077,0.0003308646,0.0001854017,0.000293857,0.0002375892],"domain_scores_gemma":[0.9947744,0.001117679,0.002147085,0.00010771,0.001012732,0.0008404048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007157683,0.00007838134,0.9831413,0.0001048275,0.00003506042,0.0001132634,0.005743448,0.00007829199,0.0002170189,0.00004832584,0.0004542219,0.009914108],"study_design_scores_gemma":[0.000003485052,0.00006551411,0.9934494,0.0000413034,0.000004821114,0.0001053728,0.005630187,0.00005413077,0.00003054376,0.000006500139,0.0006054753,0.000003286987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998345,0.0006088221,0.00005138122,0.0002399326,0.00001273953,0.000008565465,0.0001204211,0.000001467192,0.0006116376],"genre_scores_gemma":[0.9989113,0.0004185518,0.0001212166,0.0001773591,0.000006398688,0.0000177507,0.0001732806,0.00000139236,0.000172823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100467,"threshold_uncertainty_score":0.02188122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018417033782033,"score_gpt":0.3274685980747401,"score_spread":0.2972844277369198,"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."}}