{"id":"W2004147631","doi":"10.1111/j.1747-0803.2009.00302.x","title":"Percutaneous PFO Closure with Amplatzer PFO Occluder: Predictors of Residual Shunts at 6 Months Follow-up","year":2009,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Patent foramen ovale; Percutaneous; Paradoxical embolism; Concomitant; Cardiology; Internal medicine; Shunt (medical); Aneurysm; Surgery","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":[0.00009917774,0.0002681505,0.0004733462,0.000131838,0.000189317,0.00002520005,0.0001209927,0.0001218181,0.0001979893],"category_scores_gemma":[0.0001313718,0.0002298594,0.0004561693,0.0002696475,0.0001641674,0.0001055694,0.00005787536,0.0002034108,0.0001244951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090734,"about_ca_system_score_gemma":0.0002900749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004271249,"about_ca_topic_score_gemma":0.00003304124,"domain_scores_codex":[0.9980972,0.0000562486,0.0003380809,0.0004649996,0.0006347931,0.0004086231],"domain_scores_gemma":[0.9979314,0.00006616738,0.00005633063,0.000892798,0.000260143,0.0007931861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01407155,0.001606774,0.9335412,0.0002852145,0.00237375,0.003194834,0.001557308,0.0002223855,0.007221513,0.0002957143,0.0334859,0.002143861],"study_design_scores_gemma":[0.004303093,0.0009435105,0.9850948,0.000175249,0.002585681,0.00173667,0.0001251132,0.0001139828,0.0004895775,0.0001745946,0.003824482,0.0004331739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902651,0.00318552,0.00003390728,0.0007082511,0.000151978,0.0007943902,0.0002239965,0.0001623197,0.004474564],"genre_scores_gemma":[0.9965844,0.00002226466,0.0001138836,0.0004701085,0.000173867,0.00001977445,0.0002213281,0.00003820031,0.002356186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05155368,"threshold_uncertainty_score":0.9373395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036651338020696,"score_gpt":0.2386231493911664,"score_spread":0.2282566360109595,"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."}}