{"id":"W4214683656","doi":"10.1016/j.jmig.2022.01.014","title":"Endometriosis Classification Systems: An International Survey to Map Current Knowledge and Uptake","year":2022,"lang":"en","type":"review","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Translational Science Center, Wake Forest University; National Institutes of Health; European Society of Human Reproduction and Embryology; Vifor Pharma; Ferring Pharmaceuticals; Medical Research Council; Gedeon Richter; Scoliosis Research Society; National Institute for Health and Care Research; Nordic Pharma Group; University of Oxford; Roche; Chief Scientist Office; University of British Columbia; Bayer HealthCare; Hologic; Wellbeing of Women; American Society for Reconstructive Microsurgery; Society for Women’s Health Research; Water Environment Research Foundation; International Association for Suicide Prevention","keywords":"Endometriosis; Medicine; Relevance (law); Fertility; Descriptive statistics; Family medicine; Gynecology; Medical physics; Population; Statistics","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":[0.004239727,0.0004794706,0.002051484,0.01124043,0.0002745882,0.001435382,0.000934605,0.0005742646,0.003345369],"category_scores_gemma":[0.01356693,0.0002462258,0.001959938,0.01414796,0.0004545674,0.001850231,0.001184423,0.0008956805,0.0004863094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130757,"about_ca_system_score_gemma":0.003722281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006865088,"about_ca_topic_score_gemma":0.00883206,"domain_scores_codex":[0.9977624,0.000401587,0.0007892291,0.000351706,0.0005713071,0.0001237447],"domain_scores_gemma":[0.990981,0.005237164,0.001734172,0.0001714088,0.001599685,0.000276542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004824518,0.00008947337,0.08491842,0.06175808,0.002665569,0.00009633537,0.0007654312,0.00034924,0.000410776,0.00164606,0.02782098,0.8189973],"study_design_scores_gemma":[0.0003107219,0.0005029144,0.4441845,0.1536518,0.0159135,0.002466651,0.00385016,0.001140934,0.0006972039,0.003140026,0.373903,0.0002385869],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0162228,0.9722549,0.0006720769,0.001734482,0.0002398216,0.0001093659,0.00676225,0.00003138732,0.001972925],"genre_scores_gemma":[0.05702815,0.9312295,0.002378557,0.0008468463,0.0001927147,0.0001751699,0.007783221,0.00002356837,0.0003421591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01124043,"threshold_uncertainty_score":0.02242208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198197808350182,"score_gpt":0.4333234284404217,"score_spread":0.2351256200902397,"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."}}