{"id":"W2004953647","doi":"10.1017/s096553951100012x","title":"SECONDARY POSTPARTUM HAEMORRHAGE","year":2011,"lang":"en","type":"article","venue":"Fetal and Maternal Medicine Review","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Postpartum haemorrhage; Blood loss; Obstetrics; Incidence (geometry); Birth canal; Postpartum period; Pregnancy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002510147,0.0002031291,0.0006565801,0.00005561975,0.00004983601,0.000003444241,0.00007977199,0.00005209491,0.004442686],"category_scores_gemma":[0.00003325103,0.0001195625,0.00007612331,0.00008735065,0.0001322121,0.00007696571,0.00006132941,0.0002246656,0.0002163318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001320845,"about_ca_system_score_gemma":0.00003374809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003194048,"about_ca_topic_score_gemma":0.000004722664,"domain_scores_codex":[0.9987882,0.00003864511,0.000434817,0.0002468377,0.0002339531,0.00025752],"domain_scores_gemma":[0.9992034,0.00001225733,0.0001068327,0.0002114168,0.0000707654,0.0003953436],"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":[0.0006239893,0.0002128186,0.06261721,0.1659991,0.0001920006,0.005575417,0.0006856967,1.728108e-9,0.0008121119,0.00339938,0.01189667,0.7479856],"study_design_scores_gemma":[0.003632081,0.004115057,0.6123667,0.08597662,0.001117647,0.02666582,0.0001088644,0.00002739359,0.001584391,0.002186194,0.2615829,0.0006364185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3039947,0.5054417,0.00003743724,0.01038874,0.0009695461,0.001297993,0.0000305846,0.0001770063,0.1776623],"genre_scores_gemma":[0.7670176,0.203257,0.000555731,0.0178325,0.0006092316,0.00004024347,0.00003602935,0.0000381087,0.01061357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7473492,"threshold_uncertainty_score":0.9964674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512585424421778,"score_gpt":0.3054880055381601,"score_spread":0.2503621512939423,"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."}}