{"id":"W4399125282","doi":"10.1016/j.jmig.2024.04.006","title":"Non-Invasive Imaging Techniques for Diagnosis of Pelvic Deep Endometriosis and Endometriosis Classification Systems: An International Consensus Statement","year":2024,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung; Western Sydney University; European Society of Gastrointestinal Endoscopy; European Society of Human Reproduction and Embryology; Universidade do Porto; Aristotle University of Thessaloniki; Hospices Civils de Lyon; Universidade de Lisboa; Aarhus Universitet; KU Leuven; Companhia Energética de Minas Gerais; University of Bern; Sapienza Università di Roma; Semmelweis Egyetem; Leids Universitair Medisch Centrum; Universiteit Leiden; Imperial College London; University of Cambridge; Faculdade de Medicina da Universidade de São Paulo; Aarhus Universitetshospital; National Institute for Health and Care Research; McMaster University; Paracelsus Medizinische Privatuniversität; Rosetrees Trust; Inselspital, Universitätsspital Bern; Cambridge University Hospitals; International Society of Ultrasound in Obstetrics and Gynecology; Université de Strasbourg; Institut for Klinisk Medicin, Aarhus Universitet","keywords":"Medicine; Endometriosis; Voting; Gynecology; General surgery; Family medicine; Political science","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":[0.1428826,0.002436572,0.005273517,0.01449925,0.00244777,0.005010481,0.009774595,0.009013121,0.0022734],"category_scores_gemma":[0.1110569,0.001802477,0.009875177,0.00644054,0.003748487,0.005157891,0.006615916,0.01162097,0.002942438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006460796,"about_ca_system_score_gemma":0.03301725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294318,"about_ca_topic_score_gemma":0.007011135,"domain_scores_codex":[0.9260202,0.02589832,0.02789985,0.002667884,0.01545071,0.002063098],"domain_scores_gemma":[0.8241292,0.04764651,0.01937112,0.004287716,0.0977551,0.006810357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005274306,0.0005709264,0.009549459,0.03575246,0.00133929,0.001070199,0.003389203,0.002611256,0.004074983,0.009987423,0.4236768,0.5074505],"study_design_scores_gemma":[0.0007081044,0.0006715863,0.01829142,0.1302022,0.002884318,0.003263082,0.004545006,0.004813613,0.002929646,0.02140305,0.8097576,0.000530353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01330657,0.3609075,0.08798967,0.4176036,0.06851919,0.02005516,0.005090779,0.0008571523,0.02567041],"genre_scores_gemma":[0.07477432,0.3050824,0.4748988,0.05799321,0.02054989,0.02616554,0.02487402,0.0005019527,0.01515985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1428826,"threshold_uncertainty_score":0.7556443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539239383933434,"score_gpt":0.3462049177268954,"score_spread":0.310812523887561,"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."}}