{"id":"W2332078136","doi":"10.1097/aog.0b013e31816569f2","title":"Peripartum Hysterectomy","year":2008,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Uterine atony; Hysterectomy; Placenta accreta; Obstetrics; Pregnancy; Gynecology; Surgery; Placenta; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003587906,0.0000681851,0.0001874385,0.00007903046,0.00008533147,0.000003122274,0.0000260269,0.00008438776,0.0001853619],"category_scores_gemma":[0.0004797157,0.0000530174,0.00002857489,0.0001249053,0.00006114716,0.00001990225,0.00002800431,0.0001060909,0.00006613386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002644412,"about_ca_system_score_gemma":0.00004125803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000023983,"about_ca_topic_score_gemma":0.000004163795,"domain_scores_codex":[0.9994739,0.00001610035,0.0001220558,0.0001387446,0.0000726028,0.0001765794],"domain_scores_gemma":[0.9992709,0.0004087358,0.00002790352,0.00009872438,0.00005220064,0.0001415754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005840741,0.0001959995,0.9094473,0.0004143938,0.00003672135,0.002109089,0.0006194902,1.850174e-7,0.0003842135,0.00231537,0.00216441,0.0822544],"study_design_scores_gemma":[0.001208504,0.0006222316,0.6858884,0.00001256663,0.0000156277,0.00104812,0.00006375492,0.0001066912,0.0001614199,0.000148301,0.3106258,0.00009863812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982871,0.002057514,0.000008819848,0.000741893,0.0006349111,0.0001150261,0.000003184845,0.00002705986,0.01354061],"genre_scores_gemma":[0.9900816,0.000833312,0.0001602553,0.001002271,0.00004891033,0.000007173072,0.000005433923,0.000007264379,0.007853799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3084614,"threshold_uncertainty_score":0.2161987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414002513039565,"score_gpt":0.2738792587345595,"score_spread":0.2397392336041638,"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."}}