{"id":"W4391873278","doi":"10.1093/jcag/gwad061.255","title":"A255 COMMUNICATING NEEDS AND FEATURES OF IBD EXPERIENCES (CONFIDE) SURVEY: PATIENT PERSPECTIVES ON EXPERIENCE OF ULCERATIVE COLITIS SYMPTOMS IN CANADA","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Calgary; McGill University; Montreal General Hospital; Eli Lilly (Canada)","funders":"","keywords":"Ulcerative colitis; Medicine; Psychology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004358533,0.00008276934,0.000399848,0.0002550073,0.00003758329,0.000008927765,0.0001635088,0.00005201432,0.00003353972],"category_scores_gemma":[0.0006714294,0.00006602323,0.00006116393,0.0001793495,0.0001428463,0.00004511559,0.0000316059,0.0002771181,3.506985e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002028341,"about_ca_system_score_gemma":0.00161122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8911553,"about_ca_topic_score_gemma":0.9977581,"domain_scores_codex":[0.9984823,0.0004483136,0.0005318813,0.00008101217,0.0002654805,0.0001909915],"domain_scores_gemma":[0.9984667,0.000321631,0.0006386838,0.0001392009,0.0003256586,0.0001081033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000262297,0.00002530883,0.9271631,0.00003279126,0.0001293219,0.0000100115,0.07043281,0.00001347721,0.0005600895,0.0001362292,0.0009696127,0.000265],"study_design_scores_gemma":[0.0005212438,0.0007707748,0.9549161,0.0003760066,0.00001991546,0.0000508834,0.04228407,0.00002162172,0.0009136813,0.000009177738,0.00008899724,0.00002748401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962252,0.0002082342,0.000001234367,0.002947553,0.0002452497,0.0001323417,0.00007271489,8.141911e-7,0.0001667073],"genre_scores_gemma":[0.9995498,0.00005026316,0.00003944433,0.0002835005,0.00001709662,0.00000402403,0.000001472252,0.000005612046,0.00004877949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066028,"threshold_uncertainty_score":0.530404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008329116113388352,"score_gpt":0.2485479431012469,"score_spread":0.2402188269878586,"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."}}