{"id":"W4387751433","doi":"10.14309/01.ajg.0000962672.14548.a5","title":"S3258 Colon Mass Masquerading as an Abscess","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Malignancy; Radiology; Abscess; Abdomen; Pelvis; Colorectal cancer; Pathology; Cancer; Surgery; Internal medicine","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":[0.0002573552,0.00007852013,0.0003036319,0.0001420799,0.00007021614,0.00001375453,0.0002407838,0.0000109698,0.00005673524],"category_scores_gemma":[0.000033379,0.0000522896,0.000116589,0.0002275149,0.0002295665,0.00005877311,0.00003289383,0.0001718309,0.00009213515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002973748,"about_ca_system_score_gemma":0.00004861684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326763,"about_ca_topic_score_gemma":0.000002768028,"domain_scores_codex":[0.9991004,0.0001559377,0.0002366473,0.0000944504,0.0001775592,0.0002350218],"domain_scores_gemma":[0.9991434,0.00004140173,0.0002736594,0.0002404596,0.0001178266,0.000183211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0474024,0.001189776,0.8282902,0.00005044702,0.00222558,0.002448162,0.002298398,0.0009206745,0.07880751,0.001719356,0.01408785,0.02055969],"study_design_scores_gemma":[0.002494681,0.02413357,0.9585779,0.00007804865,0.0006326825,0.00444091,0.003138204,0.001038414,0.000373483,0.002343641,0.002645349,0.0001030781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886577,0.0000203816,0.0007046659,0.01022892,0.00009293164,0.00007423427,0.000002663475,0.0000256167,0.0001929273],"genre_scores_gemma":[0.9955658,0.00006129158,0.0002837694,0.003820499,0.000160669,0.000005277213,0.000004627821,0.00001243528,0.0000856382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302878,"threshold_uncertainty_score":0.2132308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565327079482591,"score_gpt":0.3046148200750375,"score_spread":0.2889615492802116,"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."}}