{"id":"W4311978177","doi":"10.14740/gr1586","title":"Clinical Features and Management of Small Bowel Masses Detected During Device-Assisted Enteroscopy: A Multi-Center Experience","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enteroscopy; Institutional review board; Cohort; Veterans Affairs; Retrospective cohort study; Radiology; Lesion; Surgery; Endoscopy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007096665,0.0001924899,0.0004216673,0.0002982396,0.0002904004,0.00002153302,0.0002388883,0.00004858755,0.00009106839],"category_scores_gemma":[0.00006602405,0.0001712826,0.0001293892,0.0002047133,0.0004129237,0.00003496383,0.0009558419,0.0006940306,0.000004495907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290712,"about_ca_system_score_gemma":0.00002549079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005942862,"about_ca_topic_score_gemma":0.00006720996,"domain_scores_codex":[0.9972569,0.0004276643,0.0005030519,0.0006120232,0.0004861409,0.0007142578],"domain_scores_gemma":[0.9989744,0.0001164743,0.0001197728,0.0003783373,0.0001653013,0.000245728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002734543,0.002948178,0.9891833,0.0002636322,0.0002885851,0.0007901068,0.0001829393,0.000002000692,0.002927162,0.000006938802,0.0001897182,0.0004828999],"study_design_scores_gemma":[0.008194393,0.003471737,0.9848346,0.0002377957,0.0000717927,0.001328392,0.001112557,0.00005735124,0.0005785581,0.000002587518,0.0000550707,0.00005512591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980316,0.0001868422,0.00005440524,0.0007698624,0.0001211554,0.0007205064,0.00002287831,0.0000411478,0.00005158667],"genre_scores_gemma":[0.9873264,0.0002215859,0.01146972,0.000132145,0.00002866734,0.0005076889,0.00002176497,0.00002599741,0.0002659779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141532,"threshold_uncertainty_score":0.6984701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129850870716627,"score_gpt":0.4184787510276272,"score_spread":0.2886278803110002,"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."}}