{"id":"W3213568672","doi":"10.1002/ccd.30019","title":"Atrial fibrillation after closure of patent foramen ovale in the <scp>REDUCE</scp> clinical study","year":2021,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Western University","funders":"Novo Nordisk Fonden","keywords":"Medicine; Patent foramen ovale; Atrial fibrillation; Closure (psychology); Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280749,0.0001415504,0.0005113376,0.0001257887,0.00008214432,0.00006080674,0.00008519562,0.0001156236,0.00002514932],"category_scores_gemma":[0.0004713817,0.0001168924,0.00333961,0.0005526375,0.00007776955,0.0000842286,0.00008310612,0.0001878783,0.000007321435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222119,"about_ca_system_score_gemma":0.00007361123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002037454,"about_ca_topic_score_gemma":0.0000120338,"domain_scores_codex":[0.9976975,0.0006719722,0.0007002733,0.0003797923,0.0003991397,0.0001513047],"domain_scores_gemma":[0.9985919,0.0001127272,0.00009836558,0.0008370847,0.0002891167,0.00007079743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009496857,0.001398805,0.9446976,0.00041642,0.009013151,0.0001583816,0.004377837,0.001868367,0.0002253628,0.0005945418,0.0002550293,0.03689956],"study_design_scores_gemma":[0.00537699,0.0003952647,0.9781234,0.0003080584,0.003428187,0.0002799904,0.003542173,0.0002353194,0.00008437403,0.0001455633,0.007998281,0.00008242694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784039,0.01077633,0.008845808,0.00008199354,0.0002462258,0.0009312376,0.00002800087,0.00002936269,0.0006571696],"genre_scores_gemma":[0.9985641,0.0006656385,0.0001227124,0.00004727477,0.0002221305,0.00006782424,0.0001634099,0.00001922038,0.0001276721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681713,"threshold_uncertainty_score":0.4766735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0879152274970345,"score_gpt":0.3422446343160502,"score_spread":0.2543294068190157,"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."}}