{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003148747,0.000164408,0.0005611019,0.001044822,0.0001043723,0.00002660724,0.00005885173,0.0001249234,0.00001980183],"category_scores_gemma":[0.4840842,0.0001514417,0.000102114,0.00203315,0.0001497248,0.0001242522,0.00005262506,0.0001693629,3.793982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170372,"about_ca_system_score_gemma":0.0001570691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036732,"about_ca_topic_score_gemma":0.0003694771,"domain_scores_codex":[0.9984218,0.0001380587,0.0005212404,0.0004154753,0.0002096896,0.0002937248],"domain_scores_gemma":[0.7412845,0.257517,0.0002653365,0.0002333505,0.0005764478,0.0001233736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002086171,0.002767029,0.8703378,0.0003069152,0.0004719417,0.00005105032,0.001360119,0.000004557892,0.04110098,0.00006790922,0.000001376524,0.08332168],"study_design_scores_gemma":[0.01436257,0.003135803,0.9329176,0.00007148876,0.0003590189,0.00004638983,0.005950463,0.0004488143,0.04202228,0.0001883703,0.0003423861,0.0001548052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991518,0.004922871,0.00076547,0.0000518117,0.0001901942,0.002448747,0.00003900704,0.000006451973,0.00005746576],"genre_scores_gemma":[0.9857374,0.01196942,0.001966755,0.00002717009,0.0000206738,0.0002346946,0.00002176213,0.00001621708,0.000005927398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4837693,"threshold_uncertainty_score":0.6175614,"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."}}