{"id":"W4398182234","doi":"10.1136/heartjnl-2023-323632","title":"Non-cardiac birth defects and long-term risk of cardiovascular hospitalisation","year":2024,"lang":"en","type":"article","venue":"Heart","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Héma-Québec; Université de Montréal; McGill University; Institut National de Santé Publique du Québec","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Term (time); Intensive care medicine; Cardiology; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004305046,0.0001734358,0.000189501,0.0005396651,0.0003803106,0.0004782038,0.0004840135,0.0003552352,0.001820895],"category_scores_gemma":[0.002139775,0.0001476324,0.0003329418,0.0005209635,0.0003274653,0.0001656912,0.0002565596,0.0006583231,0.0001329874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449622,"about_ca_system_score_gemma":0.001498586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2505154,"about_ca_topic_score_gemma":0.3056535,"domain_scores_codex":[0.9996756,0.00005127635,0.00002500779,0.00005877663,0.00008267849,0.000106655],"domain_scores_gemma":[0.9971806,0.0003143504,0.001397041,0.00009486639,0.0004495909,0.0005636436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002850703,0.000007962501,0.9991869,0.000009145678,0.00002440022,0.00003622716,0.00001871546,0.00003090702,0.00004388121,0.0000100286,0.00007150222,0.0005318362],"study_design_scores_gemma":[0.000001655473,0.00001863839,0.9996866,0.000009995838,0.000008311932,0.00009702137,0.00002763616,0.0000636488,0.000009899869,0.000008597031,0.00006662821,0.000001393023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969674,0.001248054,0.00006032218,0.0001697503,0.000009843185,0.000007531228,0.001010588,0.000003375386,0.0005231414],"genre_scores_gemma":[0.9988307,0.0003496436,0.00004872519,0.00002297858,0.000008261952,0.000003705005,0.0005493023,0.000001283533,0.0001855695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505154,"threshold_uncertainty_score":0.4981144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009786444732175723,"score_gpt":0.2558711357300199,"score_spread":0.2460846909978442,"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."}}