{"id":"W4280548075","doi":"10.1111/ppe.12887","title":"Endometriosis diagnosis, staging and typology and adverse pregnancy outcome history","year":2022,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Aging; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Endometriosis; Obstetrics; Cohort; Pregnancy; Miscarriage; Population; Body mass index; Cohort study; Infertility; Gynecology; Live birth; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008135337,0.0001623284,0.0001850902,0.000538193,0.0002109136,0.0003433984,0.0002052794,0.0001899147,0.002008868],"category_scores_gemma":[0.004537807,0.0001381903,0.000235431,0.0005011415,0.0002912212,0.0002244814,0.000304812,0.0002725363,0.0001143064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919418,"about_ca_system_score_gemma":0.0002665887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785822,"about_ca_topic_score_gemma":0.003388342,"domain_scores_codex":[0.9996232,0.0001383156,0.00004304457,0.00006670836,0.00007346294,0.00005535546],"domain_scores_gemma":[0.9967915,0.000887185,0.001851887,0.0001034762,0.0001117144,0.0002542276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004093214,0.000003754875,0.9992383,0.000006535354,0.00001647158,0.00001760919,0.00001149167,0.00001310595,0.0000328614,0.000005530832,0.00001878998,0.0005947109],"study_design_scores_gemma":[0.000003144772,0.00003582868,0.9994855,0.00001048335,0.00001665674,0.0002486961,0.00004088312,0.00005030883,0.0000196514,0.00002179527,0.000066053,9.962934e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981964,0.0009704999,0.00009458269,0.00006051133,0.000004521372,0.000008486933,0.0002615537,0.000002285783,0.0004011439],"genre_scores_gemma":[0.9995447,0.0001721391,0.00007730299,0.00001075156,0.000006037581,0.000004387246,0.0001215147,5.228437e-7,0.00006253546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002785822,"threshold_uncertainty_score":0.006720304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07066405239521872,"score_gpt":0.3399140009001352,"score_spread":0.2692499485049165,"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."}}