{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01237401,0.0008471035,0.001073336,0.001987938,0.004328712,0.008772991,0.00256024,0.008198139,0.0491349],"category_scores_gemma":[0.03848546,0.0004351929,0.001567729,0.001832389,0.00455044,0.0104211,0.007621211,0.01532662,0.006564682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599462,"about_ca_system_score_gemma":0.03901792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008275538,"about_ca_topic_score_gemma":0.01410587,"domain_scores_codex":[0.9912863,0.003289295,0.000739802,0.0007591584,0.001860561,0.002064837],"domain_scores_gemma":[0.9622746,0.00799014,0.002073599,0.001304389,0.008567657,0.01778966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000756813,0.000177657,0.002081659,0.002364338,0.00005423507,0.0003445969,0.001127408,0.0002112432,0.0001587375,0.03537645,0.6579716,0.3000564],"study_design_scores_gemma":[0.00006788799,0.0001443893,0.002875537,0.01041103,0.00005168287,0.000379659,0.003849769,0.0001960743,0.0001150271,0.03139854,0.9504576,0.00005261775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000690784,0.07372206,0.0008803612,0.9024172,0.01024641,0.00004074058,0.0001694512,0.0001294742,0.0117034],"genre_scores_gemma":[0.09277487,0.3792467,0.01994178,0.4508509,0.03119222,0.0005569014,0.001344025,0.0002250038,0.0238677],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0491349,"threshold_uncertainty_score":0.1643726,"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."}}