{"id":"W3015526194","doi":"10.1002/pd.5708","title":"The construction and application of an ultrasound and anatomical <scp>cross‐sectional</scp> database of structural malformations of the fetal heart","year":2020,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Capital Health","keywords":"Ultrasound; Medicine; Ventricular outflow tract; Fetus; Fetal heart; Thorax (insect anatomy); Atrioventricular cushions; Anatomy; Radiology; Fetal echocardiography; Heart disease; Prenatal diagnosis; Surgery; Cardiology; Pregnancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843,0.000457778,0.0006351474,0.006413583,0.0003741598,0.001418278,0.001499673,0.000747931,0.002219381],"category_scores_gemma":[0.008082739,0.0004400136,0.000696369,0.002424795,0.0003910439,0.001123353,0.001894094,0.0004909369,0.001668444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006239792,"about_ca_system_score_gemma":0.001743514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003400532,"about_ca_topic_score_gemma":0.004051707,"domain_scores_codex":[0.9984125,0.0002627395,0.0003084832,0.000541888,0.000373046,0.0001012963],"domain_scores_gemma":[0.9941384,0.001549056,0.0008974958,0.001668066,0.001357754,0.0003892639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00120379,0.001605262,0.3168868,0.001398393,0.0004135233,0.003497477,0.001561511,0.01687128,0.06344017,0.004176529,0.02290835,0.5660369],"study_design_scores_gemma":[0.0002361039,0.001633986,0.6381832,0.0004939114,0.0004521839,0.01011098,0.001616126,0.1867218,0.06623939,0.002162114,0.09190199,0.0002481342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.63796,0.001016737,0.2381838,0.0004030656,0.00007677643,0.003711042,0.1047837,0.008089403,0.00577556],"genre_scores_gemma":[0.4909543,0.0007151738,0.2808346,0.0001413405,0.00006653984,0.003693441,0.2217298,0.0003871462,0.001477817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006413583,"threshold_uncertainty_score":0.00974685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183421829550049,"score_gpt":0.2760393547777222,"score_spread":0.2642051364822217,"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."}}