{"id":"W2755497194","doi":"10.1056/nejmoa1707404","title":"Patent Foramen Ovale Closure or Antiplatelet Therapy for Cryptogenic Stroke","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":1119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Novo Nordisk Fonden; National Institute for Health and Care Research","keywords":"Patent foramen ovale; Medicine; Foramen ovale (heart); Stroke (engine); Cardiology; Closure (psychology); Internal medicine; Engineering; Political science; Migraine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002818475,0.0003967807,0.001451019,0.000276199,0.0002732875,0.0004790234,0.0003501647,0.0009036405,0.001998387],"category_scores_gemma":[0.004123267,0.0001562276,0.0009577647,0.0003090588,0.0006123523,0.0003393333,0.0002495728,0.0009397523,0.0001270231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608036,"about_ca_system_score_gemma":0.0006243236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974904,"about_ca_topic_score_gemma":0.0003359827,"domain_scores_codex":[0.9990552,0.000503093,0.0001124713,0.0001092832,0.0001119369,0.0001080915],"domain_scores_gemma":[0.9973128,0.001587772,0.0006225196,0.00009046889,0.00004676892,0.0003396356],"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":[0.7304808,0.004517034,0.08988491,0.004498422,0.004863033,0.0004977108,0.0001619246,0.001741699,0.005731357,0.0008664912,0.001818373,0.1549382],"study_design_scores_gemma":[0.4858464,0.3080981,0.1700246,0.001815207,0.009094584,0.002036998,0.0001520882,0.003403587,0.005629934,0.0024819,0.01135152,0.00006510897],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970108,0.02673599,0.0004413662,0.0008278844,0.0002620913,0.0002376355,0.0001427293,0.0000122066,0.001232062],"genre_scores_gemma":[0.9931161,0.005086225,0.0004361712,0.0003255578,0.000475341,0.00025443,0.0001230364,0.000002379663,0.0001808915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002818475,"threshold_uncertainty_score":0.01490575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030464316219868,"score_gpt":0.338276297448401,"score_spread":0.2352298658264142,"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."}}