{"id":"W4200517338","doi":"10.1002/uog.24833","title":"Accuracy of sonography for non‐invasive detection of ovarian and deep endometriosis using #Enzian classification: prospective multicenter diagnostic accuracy study","year":2021,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Endometriosis; Parametrium; Prospective cohort study; Pelvis; Positive predicative value; Radiology; Vagina; Gynecology; Surgery; Predictive value; Internal medicine; Cervix; Cancer","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":[0.005342042,0.0005679619,0.0005200109,0.002119438,0.0003338948,0.0008449471,0.0006298792,0.0006463478,0.0006502083],"category_scores_gemma":[0.01509354,0.0003933121,0.0006988794,0.0009117411,0.0004824437,0.0007768384,0.0007938229,0.0003238404,0.0003164125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810356,"about_ca_system_score_gemma":0.0002220276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660184,"about_ca_topic_score_gemma":0.001456679,"domain_scores_codex":[0.9966889,0.001355841,0.0004318326,0.0007972167,0.0005158619,0.0002103408],"domain_scores_gemma":[0.9869747,0.003465137,0.005978236,0.001144038,0.001914231,0.0005235387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346479,0.00002089583,0.9987918,0.00000708203,0.00006743579,0.00001920516,0.00003474384,0.00003745943,0.000124521,0.000005469167,0.00002730195,0.000729537],"study_design_scores_gemma":[0.00003220248,0.0002661681,0.9975956,0.00001023592,0.00009822031,0.0003629256,0.000125049,0.001074411,0.0002403729,0.00001663969,0.0001696085,0.000008541446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989461,0.0002555816,0.0003106777,0.00001793955,0.000009217789,0.00002797095,0.0001960139,0.000006628152,0.0002299742],"genre_scores_gemma":[0.9991672,0.00007180763,0.0003418386,0.00001477999,0.0000122317,0.00002175112,0.00030967,0.00000267459,0.00005800697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005342042,"threshold_uncertainty_score":0.02825171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03086155902042287,"score_gpt":0.321357157460776,"score_spread":0.2904955984403531,"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."}}