{"id":"W4393360017","doi":"10.1177/20406223241239168","title":"Patient preferences for active ulcerative colitis treatments and fecal microbiota transplantation","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Chronic Disease","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; University of Manitoba; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Dalhousie University; Institut de Cardiologie de Montréal; Allergan; Queen's University; McMaster University; Research Manitoba; Takeda Pharmaceutical Company; University of Alberta; Alberta Innovates; University of Calgary","keywords":"Medicine; Ulcerative colitis; Context (archaeology); Preference; Latent class model; Pill; Internal medicine; Logistic regression; Fecal bacteriotherapy; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005009015,0.0001762329,0.0002054117,0.0001075956,0.00006598679,0.00003904439,0.00004322122,0.00004721723,0.0001014907],"category_scores_gemma":[0.00001125381,0.0001402155,0.00007208053,0.0001594717,0.0001405719,0.0001802516,0.00001338797,0.0001311188,0.00000797442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005758498,"about_ca_system_score_gemma":0.0005256859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001631225,"about_ca_topic_score_gemma":0.000080605,"domain_scores_codex":[0.9989,0.000047075,0.0001888778,0.0003893244,0.0001726533,0.0003020726],"domain_scores_gemma":[0.999451,0.0002022916,0.00002369801,0.0001227629,0.00004077291,0.0001594678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00809133,0.0003461476,0.0002658877,0.001752603,0.0002118867,0.0001577505,0.001449783,0.0000581087,0.00486967,0.0008106754,0.00002803019,0.9819582],"study_design_scores_gemma":[0.05385755,0.02402048,0.2591724,0.01448013,0.005993384,0.0003621275,0.007033949,0.04095136,0.377744,0.03215532,0.1805735,0.003655668],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502185,0.04624908,0.0002913989,0.0003957977,0.0001358306,0.001496298,0.0005935582,0.00005184928,0.0005676756],"genre_scores_gemma":[0.9807037,0.01828946,0.00005279379,0.00006134802,0.00009976069,0.0003623733,0.0001855663,0.00002142505,0.0002235971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9783025,"threshold_uncertainty_score":0.5717824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643301619419966,"score_gpt":0.3527426067573435,"score_spread":0.3263095905631439,"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."}}