{"id":"W2754431064","doi":"10.1002/uog.18532","title":"EP14.16: Doppler changes and management in late onset IUGR","year":2017,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Placental insufficiency; Fetus; Obstetrics; Gestation; Umbilical artery; Pregnancy; Pediatrics; Placenta","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":[0.001036364,0.0005359917,0.001349966,0.005016107,0.0002262108,0.0008915395,0.0008144927,0.001126243,0.004930222],"category_scores_gemma":[0.004790613,0.0001995443,0.0008165945,0.004514569,0.0003044078,0.001191653,0.0004531842,0.0004866474,0.0008381579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903055,"about_ca_system_score_gemma":0.001979063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018106,"about_ca_topic_score_gemma":0.002720569,"domain_scores_codex":[0.9993388,0.0001514661,0.0002958794,0.00005673646,0.000128116,0.00002902796],"domain_scores_gemma":[0.9974371,0.001264627,0.0008393283,0.00002753383,0.0003590833,0.0000722172],"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":[0.0004048835,0.0001261559,0.006784171,0.2439118,0.0008190091,0.001907038,0.0002562105,0.0002280459,0.0006017844,0.0007885037,0.03568543,0.708487],"study_design_scores_gemma":[0.0002929668,0.0009215612,0.04939769,0.4516647,0.007558326,0.03281565,0.001489748,0.0003862394,0.0009114021,0.002090438,0.4523485,0.0001228825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008148304,0.9976545,0.00006664489,0.0005415874,0.000259915,0.00002361411,0.00009456497,0.000004271405,0.0005400463],"genre_scores_gemma":[0.005903555,0.9918652,0.0004022543,0.0006158712,0.0005593471,0.00005062362,0.0001563957,0.000002563975,0.000444155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005016107,"threshold_uncertainty_score":0.01649326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700525451176657,"score_gpt":0.2849358263757125,"score_spread":0.257930571863946,"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."}}