{"id":"W2897709694","doi":"10.1016/j.ahj.2018.05.020","title":"A randomized clinical trial of early invasive intervention for atrial fibrillation (EARLY-AF) - methods and rationale","year":2018,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; University of Ottawa; Dalhousie University; University of Calgary; Western University; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Université Laval; Montreal Heart Institute; University of British Columbia","funders":"Fonds de Recherche du Québec - Santé; Michael Smith Health Research BC; Medtronic","keywords":"Medicine; Atrial fibrillation; Randomized controlled trial; Intervention (counseling); Clinical trial; Internal medicine; Cardiology","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":[0.008414608,0.003391232,0.005876563,0.0005801382,0.0007218957,0.001641904,0.001565156,0.004447191,0.009819567],"category_scores_gemma":[0.01029819,0.001147673,0.003401421,0.0006191063,0.002180375,0.002047424,0.0009756776,0.004657727,0.001678179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002386,"about_ca_system_score_gemma":0.001516102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481197,"about_ca_topic_score_gemma":0.0008011898,"domain_scores_codex":[0.993536,0.004208819,0.0006242357,0.0008535411,0.0003355229,0.0004418293],"domain_scores_gemma":[0.9946482,0.002871799,0.0009156858,0.0004634102,0.0003061436,0.0007947487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.982929,0.002994652,0.0006974497,0.00145862,0.002376512,0.00004102367,0.00003420352,0.0002303781,0.0006068489,0.0005610891,0.0004860501,0.007584143],"study_design_scores_gemma":[0.9838319,0.01297397,0.0004594168,0.00007668983,0.001347392,0.00002080053,0.00001055748,0.0002043479,0.0001074172,0.0004654253,0.0004909258,0.00001126541],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8077719,0.05204709,0.01714917,0.01323259,0.0127224,0.07695391,0.004996334,0.000738629,0.01438798],"genre_scores_gemma":[0.9096857,0.008295184,0.01876497,0.007627985,0.004531246,0.04368606,0.001677073,0.00006942641,0.005662397],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.009819567,"threshold_uncertainty_score":0.04450125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622427248952172,"score_gpt":0.4967193616519695,"score_spread":0.3344766367567523,"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."}}