{"id":"W4306319545","doi":"10.1093/eurheartj/ehac544.1825","title":"Prevalence and subtypes of interatrial communications in 12,718 newborns","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Interatrial septum; Patent foramen ovale; Population; Cardiology; Internal medicine; Pediatrics; Atrial fibrillation; Left atrium","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":[0.0006235039,0.0002577124,0.0003185807,0.001848394,0.0002917217,0.0005572984,0.0004425902,0.0004526122,0.00143789],"category_scores_gemma":[0.002280691,0.000239932,0.0002167273,0.001052815,0.0003756663,0.0004185863,0.0004251163,0.0002040311,0.0002390032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509448,"about_ca_system_score_gemma":0.0002807142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005504642,"about_ca_topic_score_gemma":0.003466369,"domain_scores_codex":[0.9992363,0.0001273594,0.0001290779,0.0001995186,0.0001739544,0.0001337451],"domain_scores_gemma":[0.9989556,0.0002636087,0.0004169744,0.00006226664,0.0001424273,0.0001591681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001895867,0.000005850661,0.998742,0.000003858445,0.000005131283,0.0001578353,0.00007425361,0.00001020487,0.0002194253,0.000006466273,0.00002826688,0.0007277617],"study_design_scores_gemma":[0.000001905169,0.00003798931,0.9980773,0.000007700059,0.000006913277,0.001238536,0.0002836116,0.00009489882,0.0001423672,0.000008099491,0.00009779439,0.000002790282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993556,0.00009487875,0.00005090019,0.00001199841,0.000002127376,0.000005917183,0.000320079,0.000003922139,0.0001545015],"genre_scores_gemma":[0.9993495,0.000109791,0.0001263402,0.00001081306,0.00000488549,0.00001506557,0.0002881539,0.000001828676,0.0000936226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005504642,"threshold_uncertainty_score":0.0109452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512338075146583,"score_gpt":0.3379042223471774,"score_spread":0.2727808415957115,"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."}}