{"id":"W2142829676","doi":"10.4021/gr433w","title":"Prevalence of Adenomas Found on Colonoscopy in Patients With HIV","year":2012,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Human immunodeficiency virus (HIV); Gastroenterology; Internal medicine; Virology; Colorectal cancer; 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":[0.0002629461,0.0002142018,0.0002584294,0.00142118,0.0006572304,0.0005779174,0.0002333578,0.0003915529,0.003032952],"category_scores_gemma":[0.001694589,0.0003408538,0.0002220282,0.0008334002,0.000324541,0.0004776838,0.0004621589,0.000443412,0.0002382088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961133,"about_ca_system_score_gemma":0.0002559989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339033,"about_ca_topic_score_gemma":0.003819569,"domain_scores_codex":[0.9996793,0.00005496786,0.00004305528,0.00005427629,0.00009041276,0.00007799361],"domain_scores_gemma":[0.9987509,0.0002526575,0.0006347692,0.00002996438,0.0001012789,0.0002303764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003072962,0.00001189986,0.9987757,0.000007314117,0.000006318086,0.0004183795,0.00005533301,0.000006583682,0.0001927727,0.000004099011,0.00003177737,0.0004590476],"study_design_scores_gemma":[0.000003353896,0.0001276471,0.9933853,0.0000156502,0.00001468243,0.005757585,0.0004325524,0.00005118212,0.00008530015,0.000008308321,0.0001152037,0.000003149921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991224,0.0003201582,0.00002129986,0.00002390751,0.000003488746,0.000006711459,0.0001031416,0.00000232866,0.0003964499],"genre_scores_gemma":[0.9996322,0.0001717124,0.00003964947,0.00001698116,0.000007294145,0.000003787463,0.0000734889,7.051739e-7,0.00005427136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003032952,"threshold_uncertainty_score":0.01014626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378596030310649,"score_gpt":0.3394853221141991,"score_spread":0.3016257190831342,"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."}}