{"id":"W4307585381","doi":"10.1016/j.jogoh.2022.102495","title":"Conservative surgical treatment of post-partum hemorrhage: Should we reconsider compression penetrating sutures?","year":2022,"lang":"en","type":"article","venue":"Journal of Gynecology Obstetrics and Human Reproduction","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Synechia; Uterine cavity; Surgery; Curettage; Conservative treatment; Gynecology; Obstetrics; Uterus; Internal medicine","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":[0.001466986,0.0004937551,0.0009898744,0.000710729,0.001344651,0.001942885,0.001186855,0.007032493,0.003535787],"category_scores_gemma":[0.00745343,0.0002298288,0.000663012,0.0004703852,0.001990716,0.002890834,0.0005906161,0.008430387,0.0008934251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079477,"about_ca_system_score_gemma":0.002297303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336832,"about_ca_topic_score_gemma":0.003576404,"domain_scores_codex":[0.999378,0.0001406187,0.000116478,0.0001064263,0.0001541022,0.0001042788],"domain_scores_gemma":[0.9969233,0.001516439,0.0003686377,0.0001378411,0.0003693406,0.0006843968],"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":[0.002582577,0.001201663,0.05278748,0.001608791,0.0003157974,0.07463209,0.0008336832,0.001601479,0.00544218,0.02109563,0.1533347,0.684564],"study_design_scores_gemma":[0.00161231,0.004999687,0.122637,0.01322323,0.0007385892,0.2895621,0.01093488,0.00555575,0.00421748,0.08169655,0.4641451,0.000677351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09013406,0.2023295,0.007774367,0.6474876,0.02067535,0.00009576877,0.0001720423,0.0002436628,0.03108774],"genre_scores_gemma":[0.5509071,0.1493736,0.02094972,0.1530244,0.1151953,0.0001893681,0.000335331,0.0001370437,0.009888167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007032493,"threshold_uncertainty_score":0.01182836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704788834527403,"score_gpt":0.3410960689772185,"score_spread":0.2640481806319445,"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."}}