{"id":"W2591419574","doi":"10.14740/gr760e","title":"Colonic Endometriosis: Dig Deeper for Diagnosis","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endometriosis; Laparoscopy; Differential diagnosis; Gold standard (test); Colonoscopy; Endometrial biopsy; Surgery; Biopsy; General surgery; Radiology; Gynecology; Internal medicine; Pathology; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002038773,0.0001933494,0.000538007,0.000965823,0.00110276,0.0001644679,0.0006119515,0.0001470668,0.0003279424],"category_scores_gemma":[0.02116998,0.0001532718,0.0002856858,0.0002228892,0.0007450149,0.0001466894,0.0004389648,0.0006063371,0.0002413987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269689,"about_ca_system_score_gemma":0.0001652176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296419,"about_ca_topic_score_gemma":0.0002495348,"domain_scores_codex":[0.9964496,0.0002779051,0.0002964264,0.0005841537,0.0007961058,0.001595807],"domain_scores_gemma":[0.9941947,0.003238283,0.00009231859,0.001226639,0.0006858904,0.0005621991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00356393,0.0009138951,0.9731722,0.00009275616,0.000469424,0.000187409,0.000039923,3.04746e-7,0.0003912283,0.0002090902,0.01180148,0.009158344],"study_design_scores_gemma":[0.01832058,0.01127246,0.913957,0.000108427,0.0001093471,0.0001826869,0.00008288793,0.00004013522,0.005553355,0.0005591348,0.04970006,0.000113929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823089,0.0007323445,0.0001603173,0.0127202,0.000156666,0.002363097,0.00006265712,0.00004221268,0.001453646],"genre_scores_gemma":[0.990271,0.001978843,0.001309823,0.0002980806,0.0002681032,0.004412911,0.00003547613,0.00004043838,0.001385305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05921523,"threshold_uncertainty_score":0.9870751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560737742463433,"score_gpt":0.4671805704614791,"score_spread":0.3111067962151358,"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."}}