{"id":"W4281558922","doi":"10.1016/j.hrthm.2022.05.025","title":"Atrial fibrillation after transcatheter patent foramen ovale closure: To measure is to know","year":2022,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Patent foramen ovale; Medicine; Stroke (engine); Atrial fibrillation; Cardiology; Internal medicine; Septum secundum; Population; Foramen ovale (heart); 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001937722,0.0005914797,0.0009615037,0.0007180872,0.00440368,0.003399231,0.001180039,0.04125094,0.00358237],"category_scores_gemma":[0.01999785,0.0004271863,0.001022787,0.0006292345,0.002904381,0.004519958,0.001403347,0.03329577,0.0017112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550113,"about_ca_system_score_gemma":0.004065366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716309,"about_ca_topic_score_gemma":0.009971752,"domain_scores_codex":[0.9981481,0.0006568535,0.0002841685,0.0002054232,0.0003841018,0.000321467],"domain_scores_gemma":[0.9943379,0.002889632,0.0005447734,0.000204707,0.0006174899,0.001405604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001783683,0.000261556,0.01283931,0.0001765379,0.00009261287,0.08069761,0.001614333,0.0002264371,0.0006624499,0.01121008,0.8571118,0.03492887],"study_design_scores_gemma":[0.0004605888,0.0005567711,0.01576658,0.002472047,0.000239371,0.132569,0.00808953,0.003294286,0.0005951439,0.06720152,0.7684857,0.0002695497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001809789,0.001176068,0.0001245149,0.9853908,0.00632124,0.00000782431,0.00001316911,0.000008980005,0.00514776],"genre_scores_gemma":[0.03171084,0.003266188,0.000550859,0.8791804,0.07726159,0.00002904736,0.00003109351,0.00002187745,0.007948164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04125094,"threshold_uncertainty_score":0.02575797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408044469588561,"score_gpt":0.2609746432463053,"score_spread":0.2268941985504196,"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."}}