{"id":"W2898421272","doi":"10.1097/01.ogx.0000547433.60855.d0","title":"Advancing Prenatal Detection of Congenital Heart Disease: A Novel Screening Protocol Improves Early Diagnosis of Complex Congenital Heart Disease","year":2018,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University; Manitoba Health","funders":"","keywords":"Medicine; Heart disease; Prenatal diagnosis; Protocol (science); Prenatal ultrasound; Disease; Prenatal screening; Pediatrics; Pregnancy; Cardiology; Fetus; Internal medicine; Pathology; Alternative medicine","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":[0.009821065,0.0004211862,0.0003961014,0.001089287,0.0005768649,0.0006771778,0.0008574663,0.0009792355,0.002166291],"category_scores_gemma":[0.02450057,0.0002927171,0.0004743024,0.0005937995,0.000344287,0.000721659,0.001156492,0.0007440633,0.0003149504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000916229,"about_ca_system_score_gemma":0.00321724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003310251,"about_ca_topic_score_gemma":0.004867801,"domain_scores_codex":[0.9932668,0.004579791,0.0007257609,0.0004058263,0.0007693196,0.000252628],"domain_scores_gemma":[0.9915895,0.004306146,0.001441229,0.0006624931,0.001401646,0.0005989837],"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":[0.006513695,0.02626217,0.4559121,0.00129607,0.0004104095,0.0007817403,0.002519636,0.003027811,0.01954684,0.00118529,0.01201348,0.4705308],"study_design_scores_gemma":[0.002633357,0.0319434,0.9139985,0.0007178521,0.0009371699,0.001036211,0.001469068,0.0106116,0.02336102,0.0008507994,0.01228505,0.0001559252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9571168,0.0006303063,0.01411746,0.006504462,0.0004693525,0.01196629,0.00112448,0.0002267363,0.00784412],"genre_scores_gemma":[0.8632838,0.001269764,0.1222706,0.002366241,0.0003271839,0.007640659,0.0009621069,0.0000308348,0.001848875],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009821065,"threshold_uncertainty_score":0.05193943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957785771485829,"score_gpt":0.32456501679074,"score_spread":0.2749871590758817,"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."}}