{"id":"W47073742","doi":"10.1016/j.jcin.2013.02.005","title":"Transcatheter Device Closure of Atrial Septal Defects","year":2013,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Food and drug administration; Medicine; Closure (psychology); Cardiology; Internal medicine; Medical emergency; Political science","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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055761,0.0007735185,0.005016814,0.0007295583,0.0001518069,0.0000751818,0.0005183845,0.0008487997,0.0006814572],"category_scores_gemma":[0.0002394585,0.0006642583,0.1795434,0.001004251,0.0001552933,0.0001477457,0.0001927191,0.001022049,0.0009654886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210642,"about_ca_system_score_gemma":0.0003619474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172933,"about_ca_topic_score_gemma":0.00001151692,"domain_scores_codex":[0.9950458,0.00073219,0.001799647,0.0009443789,0.0009596835,0.0005182746],"domain_scores_gemma":[0.9956527,0.0001743773,0.0004441805,0.002898679,0.0005159884,0.0003140922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001341535,0.0003276989,0.00001776901,0.04596333,0.1273628,0.00004151239,0.00005876097,0.00004544959,9.264463e-7,0.0002722956,0.001757807,0.8241383],"study_design_scores_gemma":[0.001622745,0.0001399212,0.00006379503,0.02505907,0.1290975,0.001167254,0.00002056685,0.000002554855,0.000003069035,0.00003352676,0.8422964,0.0004935693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006116622,0.9857209,0.004831782,0.00001418321,0.0007933727,0.003526469,0.0002189478,0.0001857947,0.004647361],"genre_scores_gemma":[0.001136062,0.994845,0.0006366435,0.00001292344,0.0007882352,0.000659331,0.0008202956,0.0001937607,0.0009077677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8405386,"threshold_uncertainty_score":0.9998124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034239327152134,"score_gpt":0.3630053569797571,"score_spread":0.2595814242645437,"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."}}