{"id":"W4386634834","doi":"10.1002/uog.16415","title":"OP26.11: Intrapartum quality Doppler profile predicting postpartum hemorrage","year":2016,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Medicine; Vaginal delivery; Uterine artery; Obstetrics; Gestational age; Gynecology; Pregnancy; Gestation","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":[0.0004844204,0.000351596,0.0001850933,0.0006005355,0.0001154494,0.0005439298,0.0001908103,0.0003937743,0.003755353],"category_scores_gemma":[0.0022201,0.0001314245,0.0001599423,0.0004239302,0.000169004,0.0002232948,0.0003498411,0.0003690743,0.0007217467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564584,"about_ca_system_score_gemma":0.000178648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009986459,"about_ca_topic_score_gemma":0.000639121,"domain_scores_codex":[0.9998527,0.0000365511,0.00001817258,0.00002794938,0.00003051431,0.00003424965],"domain_scores_gemma":[0.9993606,0.0001852695,0.0002153351,0.00002700733,0.0000816677,0.0001299702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349263,0.00009036226,0.9634383,0.00008990221,0.00004532538,0.0005687338,0.0001958278,0.000489781,0.01025,0.0001034555,0.0007292863,0.02264972],"study_design_scores_gemma":[0.00001212287,0.0004142384,0.9944336,0.0000266944,0.00002981136,0.0009483508,0.0001457435,0.001805377,0.001316163,0.00008768749,0.0007694091,0.00001096018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932362,0.0005378252,0.001912789,0.0001365441,0.00002867947,0.0000447573,0.000924936,0.00004866855,0.003129514],"genre_scores_gemma":[0.9970869,0.0002093843,0.0009971338,0.00002897905,0.00001648575,0.00003012229,0.0005596095,0.00001014729,0.001061167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003755353,"threshold_uncertainty_score":0.01256293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229517807744604,"score_gpt":0.2969760597374933,"score_spread":0.2740242789630329,"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."}}