{"id":"W4236030749","doi":"10.1002/uog.22559","title":"VP15.15: Cardiac cycle time‐related parameters to assess fetal cardiac function in high‐risk fetuses","year":2020,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Cardiac cycle; Fetus; Internal medicine; Monochorionic twins; Ejection fraction; Cardiac function curve; Gestational age; Outflow; Stenosis; Ductus venosus; Heart failure; Pregnancy","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":[0.0006640064,0.0003707399,0.0002760178,0.000814872,0.00009058126,0.0003035247,0.0002490085,0.0003696055,0.001016582],"category_scores_gemma":[0.001245599,0.0000952116,0.0000958436,0.000436099,0.000166699,0.0001841672,0.0002054979,0.000283744,0.0001861711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119131,"about_ca_system_score_gemma":0.0001298336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003072066,"about_ca_topic_score_gemma":0.0002945797,"domain_scores_codex":[0.9997283,0.0001153644,0.00002787709,0.00005182323,0.00005320454,0.00002350056],"domain_scores_gemma":[0.9994815,0.0001864584,0.0001545403,0.00002846531,0.00003490195,0.0001141613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001508457,0.000124265,0.911019,0.00008942129,0.0000747056,0.0006727978,0.0001292159,0.0006447975,0.04551435,0.0001209519,0.0001930149,0.03990908],"study_design_scores_gemma":[0.00003019853,0.001201763,0.9808093,0.00002054265,0.00003975333,0.004313406,0.00007381349,0.002445028,0.01022752,0.0001135105,0.0007123161,0.00001287587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965623,0.0007045127,0.001879947,0.00001580889,0.000008633064,0.00002511894,0.0002541493,0.00002315652,0.000526247],"genre_scores_gemma":[0.9965273,0.0001759626,0.002615988,0.00001549329,0.00001158882,0.00004046041,0.0003441381,0.00000930136,0.0002596386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016582,"threshold_uncertainty_score":0.003511667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423900665905939,"score_gpt":0.2370396299386864,"score_spread":0.222800623279627,"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."}}