{"id":"W4383067020","doi":"10.1530/raf-22-0091","title":"Current endometriosis care and opportunities for improvement","year":2023,"lang":"en","type":"article","venue":"Reproduction and Fertility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"University of California, San Diego","keywords":"Endometriosis; Medicine; Pelvic pain; Quality of life (healthcare); Referral; Infertility; Intensive care medicine; Health care; Disease; Multidisciplinary approach; Nursing; Gynecology; Pregnancy; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980219,0.00008997649,0.0001792257,0.000259765,0.0001281661,0.00002253431,0.00001597769,0.00002574572,0.00001492886],"category_scores_gemma":[0.00170351,0.00006946721,0.00005570807,0.0002551708,0.00006602651,0.00005354016,0.000043243,0.00006615213,0.000003129182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006374466,"about_ca_system_score_gemma":0.000041704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618972,"about_ca_topic_score_gemma":0.000002476555,"domain_scores_codex":[0.9990523,0.0000220846,0.0001529764,0.0004085512,0.0001772799,0.0001867343],"domain_scores_gemma":[0.9991966,0.0001793715,0.00002665917,0.0002597662,0.0001707995,0.0001668222],"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":[0.000414998,0.0001022155,0.008347033,0.0006454303,0.00005505601,0.000003130732,0.0002433163,9.039842e-8,0.001245038,0.00004092606,0.0006140244,0.9882888],"study_design_scores_gemma":[0.005847743,0.00300418,0.4867745,0.00009666604,0.000195694,0.0000257079,0.00446186,0.0001219238,0.04088311,0.000378768,0.4579798,0.0002301108],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831867,0.01268863,0.00004223902,0.002508858,0.0001718285,0.001045873,0.00003760004,0.0001042753,0.0002140075],"genre_scores_gemma":[0.9813204,0.01773938,0.00009129165,0.00003053524,0.00009142342,0.0002390822,0.00007740674,0.000007991667,0.0004024582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9880586,"threshold_uncertainty_score":0.2832791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125477077969192,"score_gpt":0.3683064285357683,"score_spread":0.2428293505665763,"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."}}