{"id":"W3199879182","doi":"10.33574/hjog.1870","title":"Post Partum Hemorrhage – Mini Review","year":2019,"lang":"en","type":"article","venue":"Hellenic Journal of Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uterotonic; Uterine atony; Medicine; Psychological intervention; Post partum; Medical journal; Intervention (counseling); Intensive care medicine; Obstetrics; Gynecology; Oxytocin; Pregnancy; Family medicine; Hysterectomy; Surgery; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008253311,0.0007433005,0.00161032,0.004551553,0.0003802574,0.001658261,0.001163665,0.001102327,0.009479336],"category_scores_gemma":[0.004548531,0.0003095829,0.001280528,0.003354252,0.0004295357,0.001609323,0.0007594013,0.001154291,0.001393867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007300778,"about_ca_system_score_gemma":0.002960304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705862,"about_ca_topic_score_gemma":0.002144687,"domain_scores_codex":[0.9995129,0.00008867818,0.0001579984,0.00007557738,0.0001232058,0.00004159534],"domain_scores_gemma":[0.9965217,0.002052814,0.0007719804,0.00005865638,0.0004724966,0.000122509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002912956,0.00009437407,0.001273775,0.184773,0.0006014967,0.001101081,0.0002233054,0.0002267592,0.000544345,0.001489447,0.07780276,0.7315784],"study_design_scores_gemma":[0.0000664051,0.0002777219,0.006941405,0.1912055,0.003132982,0.01191071,0.0004163069,0.0001525093,0.0004515125,0.001921933,0.7834657,0.00005738519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002137787,0.9978308,0.00004783792,0.0005615223,0.0006359763,0.00001434252,0.00006841613,0.000007126051,0.0006201041],"genre_scores_gemma":[0.001357938,0.9967777,0.0001159114,0.0004578454,0.0009029794,0.00001841467,0.0001046125,0.000002660074,0.0002620535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009479336,"threshold_uncertainty_score":0.03171158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570651621446515,"score_gpt":0.2778199985534547,"score_spread":0.2621134823389895,"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."}}