{"id":"W4386474255","doi":"10.1097/mcg.0000000000001917","title":"World Gastroenterology Organisation (WGO) News and Events","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194129,0.0001256486,0.0006845176,0.0003829825,0.00003941445,0.000008190987,0.00008744535,0.0001131914,0.0001021629],"category_scores_gemma":[0.0005306085,0.0001024035,0.0002385337,0.0001773957,0.0001140681,0.00008058595,0.0000750787,0.0006147159,0.00002956512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003375272,"about_ca_system_score_gemma":0.00005038183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006537646,"about_ca_topic_score_gemma":0.0002085744,"domain_scores_codex":[0.9977916,0.0003036656,0.001161497,0.0002078475,0.0002268776,0.0003085014],"domain_scores_gemma":[0.9985823,0.0002247583,0.0006198331,0.0001424632,0.0001502629,0.000280369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03083325,0.0001080848,0.9562278,0.00001497409,0.0001244699,0.0000942711,0.00004158788,0.00001348469,0.0001670806,0.000005226987,0.003115459,0.009254343],"study_design_scores_gemma":[0.005111519,0.02595684,0.963938,0.00005532011,0.0001429738,0.001316943,0.00006739277,0.0002096791,0.00002906172,0.000265257,0.002871,0.00003599106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903996,0.00002840013,0.001256242,0.006625256,0.001410885,0.0001045141,0.000002176504,0.00004022336,0.0001327209],"genre_scores_gemma":[0.9949422,0.0002080149,0.0008876194,0.002669263,0.001002351,0.000002705865,0.000004827798,0.00001679013,0.0002662261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02584876,"threshold_uncertainty_score":0.4175893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761289325530396,"score_gpt":0.3793219653097299,"score_spread":0.321709072054426,"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."}}