{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008466701,0.0007320438,0.0009720928,0.001821294,0.001042829,0.001851421,0.0007613875,0.003604203,0.01048608],"category_scores_gemma":[0.005414393,0.0003575262,0.0006091427,0.0004985307,0.001246402,0.004538591,0.002215491,0.004463311,0.005276074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000599998,"about_ca_system_score_gemma":0.001256269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108369,"about_ca_topic_score_gemma":0.001917182,"domain_scores_codex":[0.9993683,0.0001767682,0.00008646509,0.00006427569,0.0001816943,0.0001225378],"domain_scores_gemma":[0.9981896,0.0005200765,0.0002180618,0.0001600054,0.0003909296,0.0005212278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004971598,0.0002074223,0.02878342,0.002390393,0.0001191097,0.1787764,0.001640136,0.0003321118,0.01342161,0.0115588,0.1857537,0.5765198],"study_design_scores_gemma":[0.0001076471,0.0004126778,0.01232023,0.003162613,0.0001853798,0.5322595,0.004148349,0.0009117433,0.004019981,0.0405704,0.4017332,0.0001682852],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.070552,0.2608514,0.04610804,0.4650222,0.03181519,0.0004271744,0.0006397089,0.001911113,0.1226733],"genre_scores_gemma":[0.4409479,0.1825106,0.07252497,0.1863875,0.06796734,0.0001890167,0.0009725284,0.0004281165,0.04807203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048608,"threshold_uncertainty_score":0.03507948,"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."}}