{"id":"W4248458635","doi":"10.1093/ibd/izy393.028","title":"P024 PATIENT AND HEALTHCARE PROVIDER VIEWS ON ULCERATIVE COLITIS TREATMENT GOALS AND QUALITY OF LIFE: RESULTS OF A GLOBAL ULCERATIVE COLITIS NARRATIVE SURVEY","year":2019,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Medical prescription; Internal medicine; Quality of life (healthcare); Family medicine; Colectomy; Health care; Disease; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003391472,0.0003939054,0.001105894,0.00007256704,0.00009687972,0.00002835506,0.00006767752,0.0001364429,0.00009170586],"category_scores_gemma":[0.0009389661,0.0003311442,0.0001331257,0.0001551837,0.0003996009,0.0001398822,0.00008467492,0.000110559,0.000007774143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953776,"about_ca_system_score_gemma":0.00112447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004762643,"about_ca_topic_score_gemma":0.0167774,"domain_scores_codex":[0.9960712,0.001275169,0.001181643,0.0006588994,0.000459999,0.0003531457],"domain_scores_gemma":[0.997067,0.0006060116,0.000658536,0.0005249938,0.0005946292,0.0005487719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02593707,0.0005940226,0.9515148,0.00183621,0.000389885,0.00004479849,0.01297546,0.000003158943,0.000115963,0.001633488,0.0008066612,0.00414846],"study_design_scores_gemma":[0.006968644,0.003261299,0.9843801,0.0008601782,0.00007441339,0.000005642856,0.003152343,0.00001614616,0.0005508827,0.0001244752,0.0003580683,0.0002478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824703,0.001232903,0.00000147243,0.0004662623,0.0001297161,0.00345124,0.01168305,0.00003456388,0.0005305312],"genre_scores_gemma":[0.998642,0.0002524122,0.00004608396,0.0003395383,0.00004783524,0.0001847238,0.000213841,0.00002241172,0.0002511346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03286529,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631595026021722,"score_gpt":0.332488783507323,"score_spread":0.2961728332471058,"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."}}