{"id":"W2018209660","doi":"10.1002/ibd.20793","title":"Impact of ulcerative colitis from patientsʼ and physiciansʼ perspectives","year":2008,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Ulcerative colitis; Internal medicine; Disease; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003534601,0.0002939194,0.0002320136,0.00006488903,0.0001610499,0.00001822655,0.0001693342,0.0001041233,0.0001076706],"category_scores_gemma":[0.0001288864,0.0002817752,0.0002756147,0.00005463693,0.0005562041,0.00002739299,0.000121141,0.00007132484,0.0000154151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004655707,"about_ca_system_score_gemma":0.0003279789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007421203,"about_ca_topic_score_gemma":0.00003772205,"domain_scores_codex":[0.9985834,0.0001447651,0.0002982582,0.0004653457,0.0002264432,0.0002817348],"domain_scores_gemma":[0.9988299,0.00002843459,0.0001843464,0.0004458579,0.0002367131,0.0002747379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001971328,0.0003423656,0.9818995,0.00004200957,0.0004338564,0.0002795673,0.001458445,0.0001115517,0.01031676,0.0001705376,0.002554365,0.0004196895],"study_design_scores_gemma":[0.00108639,0.0001778084,0.9962403,0.00002979454,0.00005921623,0.000005186607,0.0004323158,0.00004191256,0.001308386,0.0001693878,0.0001369848,0.000312337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969816,0.0007985054,0.00002568532,0.000008439781,0.0000609974,0.0003204421,0.001278653,0.000032981,0.000492701],"genre_scores_gemma":[0.9989881,0.0002493385,0.00005117799,0.00004286582,0.0002703194,0.00005193929,0.0002205463,0.00003929577,0.00008643432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434075,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006522559151475319,"score_gpt":0.2372761902465581,"score_spread":0.2307536310950828,"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."}}