{"id":"W1996783790","doi":"10.1016/j.jpeds.2009.01.050","title":"Prenatal Detection of Congenital Heart Disease","year":2009,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Heart disease; Prenatal diagnosis; Pregnancy; Cardiology; Fetus; Genetics","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":[0.0002886257,0.00008616775,0.0002125526,0.000130403,0.00005657249,0.000004912163,0.00007266884,0.00002571397,0.00001510911],"category_scores_gemma":[0.0004132187,0.00005483905,0.0001527884,0.0002278372,0.0000577418,0.00009267391,0.00002256785,0.0001915834,0.000007992981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003645319,"about_ca_system_score_gemma":0.0001572944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003504149,"about_ca_topic_score_gemma":0.00000193803,"domain_scores_codex":[0.9990199,0.00004747458,0.0003417931,0.00004993385,0.0004097489,0.0001311825],"domain_scores_gemma":[0.9990208,0.0001338739,0.0001501264,0.0001459486,0.0003555412,0.0001936909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06198073,0.00717463,0.5549624,0.004372423,0.0007670781,0.001878425,0.008759097,0.0001838682,0.0950324,0.0001998597,0.03678755,0.2279015],"study_design_scores_gemma":[0.002383105,0.002308116,0.9852118,0.0000605723,0.003120361,0.0006286913,0.0005194027,0.00007460856,0.004236928,0.0009005287,0.0003933653,0.0001625492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904838,0.007763607,0.0001027338,0.001089188,0.000216603,0.0001394564,0.00001297906,0.000009175329,0.0001824991],"genre_scores_gemma":[0.9985092,0.0002985173,0.00006970356,0.0002189165,0.000800792,3.456551e-7,5.110442e-7,0.000006898744,0.00009516507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302494,"threshold_uncertainty_score":0.2236272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202266168234347,"score_gpt":0.2678268785447017,"score_spread":0.2558042168623583,"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."}}