{"id":"W3014297004","doi":"10.1097/jcn.0000000000000680","title":"NursE led Atrial Fibrillation Management: The NEAT Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hendrix Genetics (Canada)","funders":"","keywords":"Medicine; Motivational interviewing; Atrial fibrillation; Quality of life (healthcare); Randomized controlled trial; Guideline; Population; Risk factor; Physical therapy; Psychological intervention; Nursing; Internal medicine; Environmental health","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":[0.004319375,0.0003504331,0.001111829,0.0003447082,0.0005542485,0.000821067,0.0006971493,0.0006631624,0.002860938],"category_scores_gemma":[0.008341787,0.0002778571,0.001027053,0.0007789577,0.000439128,0.0008927563,0.00121662,0.001022104,0.0004272273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160169,"about_ca_system_score_gemma":0.002925483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667845,"about_ca_topic_score_gemma":0.006288185,"domain_scores_codex":[0.9955921,0.002850376,0.000331869,0.0003080021,0.0006673072,0.0002502932],"domain_scores_gemma":[0.9961917,0.001422147,0.0007693183,0.000282105,0.0003103111,0.001024363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2023154,0.1620456,0.2112644,0.004627267,0.002486886,0.0002537044,0.002050154,0.001177904,0.001020102,0.000895073,0.008232205,0.4036314],"study_design_scores_gemma":[0.3364817,0.2450789,0.3852435,0.002358151,0.00371529,0.0003116878,0.002812372,0.00235304,0.0004105162,0.001165668,0.01990533,0.0001637998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893757,0.002092956,0.0003200066,0.0006368132,0.0002133431,0.00241637,0.0007293716,0.00001892388,0.004196543],"genre_scores_gemma":[0.983154,0.003389412,0.002262556,0.001024848,0.0003343286,0.00721741,0.001144503,0.00001332996,0.001459616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004667845,"threshold_uncertainty_score":0.0228433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730023375778578,"score_gpt":0.3165533911979694,"score_spread":0.2692531574401836,"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."}}