{"id":"W2317793411","doi":"10.1097/00054725-201112002-00090","title":"Proteomic prediction of clinical response for a large multicenter clinical trial of Ulcerative AQ2 Colitis","year":2011,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ulcerative colitis; Medicine; Clinical trial; Multicenter study; Internal medicine; Proteomics; Randomized controlled trial; Multicenter trial; Informed consent; Gastroenterology; Pathology; Disease; Alternative medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001703639,0.0001856504,0.0007726208,0.0001108219,0.00004855608,0.000005914164,0.0001365474,0.0002326006,0.0003436071],"category_scores_gemma":[0.005625589,0.0001694807,0.0005791612,0.00005828337,0.0003324563,0.0001130125,0.00007584026,0.0001912304,0.00001426541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004701942,"about_ca_system_score_gemma":0.0007790624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002125714,"about_ca_topic_score_gemma":0.00001560827,"domain_scores_codex":[0.9962059,0.0007153498,0.002108871,0.0003995722,0.0002781427,0.0002921966],"domain_scores_gemma":[0.9972695,0.0008035076,0.0006762532,0.0004792533,0.000442998,0.0003285615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5476673,0.002436581,0.445138,0.0004716454,0.0002487824,0.0000364874,0.0004458071,7.448758e-8,0.00045848,0.0002077804,0.002209762,0.0006793574],"study_design_scores_gemma":[0.09558886,0.00366125,0.8958871,0.0003423629,0.0003864991,0.00000302736,0.0000957765,0.0001666415,0.001234808,0.0001004382,0.002430928,0.0001022912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917728,0.00004084608,0.0002149513,0.00005643063,0.0007661415,0.00488843,0.002064327,0.00006274978,0.0001333429],"genre_scores_gemma":[0.9974246,0.00003919236,0.0009606187,0.0001109389,0.0006138835,0.0004934255,0.0000563728,0.0000325519,0.0002684125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4520784,"threshold_uncertainty_score":0.6911221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07743650927193463,"score_gpt":0.3870000952442644,"score_spread":0.3095635859723297,"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."}}