{"id":"W2379777050","doi":"10.1177/8756479316650434","title":"Screening for Congenital Heart Disease","year":2016,"lang":"en","type":"article","venue":"Journal of diagnostic medical sonography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Heart disease; Fetal heart; Abnormality; Fetus; Fetal echocardiography; Radiology; Cardiology; Pregnancy; Prenatal diagnosis","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":[0.0004419376,0.000262516,0.0003856051,0.001624344,0.0004208714,0.0003322955,0.0002735015,0.0004700984,0.005450846],"category_scores_gemma":[0.001568377,0.00009215395,0.0003045006,0.0008339504,0.000195447,0.0002708376,0.0002670924,0.0004399314,0.0007037152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523231,"about_ca_system_score_gemma":0.0004368573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005142084,"about_ca_topic_score_gemma":0.005529461,"domain_scores_codex":[0.9995818,0.00008052555,0.00003753002,0.00007997758,0.0001537546,0.0000664461],"domain_scores_gemma":[0.9996419,0.00008435418,0.00007128661,0.00001740516,0.00009629968,0.00008874504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147415,0.0003043225,0.841095,0.0003673058,0.00006970959,0.002504168,0.0003332396,0.0001152822,0.002292007,0.0007222578,0.01025302,0.1417961],"study_design_scores_gemma":[0.00002177996,0.0005140072,0.9649129,0.0006116063,0.0001285957,0.01069956,0.0004159553,0.0004849765,0.001229661,0.0003916452,0.02056327,0.00002599676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8449736,0.04948584,0.005823934,0.004900607,0.0008207899,0.0009072839,0.004401537,0.0002623025,0.08842406],"genre_scores_gemma":[0.9595115,0.02162896,0.003933135,0.001614955,0.0003469356,0.000250055,0.001995363,0.00001852432,0.01070061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005450846,"threshold_uncertainty_score":0.01823491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326919783983901,"score_gpt":0.3091409007643315,"score_spread":0.2858717029244925,"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."}}