{"id":"W4280639935","doi":"10.1016/j.jogc.2022.02.020","title":"The Accuracy of Fetoplacental Doppler in Distinguishing between Growth Restricted and Constitutionally Small Fetuses","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Doppler effect; Fetus; Obstetrics; Placenta; Fetal growth; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004591507,0.0003188541,0.0002836894,0.00208153,0.0004074743,0.0009615669,0.0007638067,0.0007594987,0.0009658061],"category_scores_gemma":[0.03640018,0.0003302767,0.0002428081,0.0007656767,0.001263267,0.001048298,0.0004460738,0.0006802045,0.0001609778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651105,"about_ca_system_score_gemma":0.000989682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03084713,"about_ca_topic_score_gemma":0.02553022,"domain_scores_codex":[0.9979977,0.0009237673,0.0002861601,0.0002347999,0.0003811989,0.0001764409],"domain_scores_gemma":[0.9767036,0.0181547,0.001392173,0.0008871483,0.002134801,0.0007275038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000410871,0.00002150095,0.9906409,0.00002634228,0.00003742033,0.0002846785,0.0004163721,0.0001543101,0.0008605732,0.0001039287,0.00005396447,0.006989032],"study_design_scores_gemma":[0.00002296507,0.0003251225,0.9946033,0.00004136076,0.000118771,0.001743141,0.0007571165,0.001022565,0.0007608384,0.0001464755,0.0004474743,0.00001082547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994058,0.002178868,0.0002865231,0.0002002582,0.00002629664,0.000009358622,0.0001122467,0.000005911586,0.003122453],"genre_scores_gemma":[0.9990101,0.0004198711,0.0003126397,0.00002685887,0.00002186182,0.000002930351,0.00004676036,0.000002050005,0.0001568917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084713,"threshold_uncertainty_score":0.06133515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058482511926111,"score_gpt":0.2389624016419973,"score_spread":0.2183775765227362,"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."}}