{"id":"W4293412932","doi":"10.1002/advs.202203738","title":"Placental MRI Predicts Fetal Oxygenation and Growth Rates in Sheep and Human Pregnancy","year":2022,"lang":"en","type":"article","venue":"Advanced Science","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Fetus; Gestation; Pregnancy; Gestational age; Placenta; Obstetrics; Medicine; Fetal growth; Birth weight; Physiology; Andrology; Biology","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":[0.0004902446,0.0002049967,0.0002060868,0.0005049257,0.00007584702,0.0003075768,0.0001117137,0.0003220037,0.0007816535],"category_scores_gemma":[0.001762351,0.0001560371,0.0001010975,0.0001327679,0.000315723,0.0001618235,0.0001709491,0.000268382,0.000171852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664881,"about_ca_system_score_gemma":0.00008893358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686853,"about_ca_topic_score_gemma":0.0008964959,"domain_scores_codex":[0.9998945,0.0000399977,0.00000576205,0.00003023247,0.00002139461,0.000008190141],"domain_scores_gemma":[0.9995629,0.0001822781,0.000127499,0.00004364434,0.00003633167,0.00004728296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002349975,0.0001541273,0.8201518,0.0001388229,0.0001234259,0.001671812,0.0007052338,0.001170737,0.1366135,0.0005964793,0.0007328624,0.03559119],"study_design_scores_gemma":[0.00002752608,0.001092957,0.9756352,0.00005885142,0.00007892235,0.003367079,0.0003249782,0.00533132,0.01177079,0.0003556849,0.00193583,0.0000208988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957153,0.001197602,0.001513493,0.00008394499,0.00001426852,0.00001403978,0.0002010098,0.00002865841,0.001231696],"genre_scores_gemma":[0.9984805,0.0003768729,0.0006813932,0.00001971626,0.000004788346,0.00001444639,0.0001004225,0.000005540707,0.0003163456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686853,"threshold_uncertainty_score":0.003354132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303920838643769,"score_gpt":0.2820344438728558,"score_spread":0.2689952354864181,"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."}}