{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151774,0.0001328092,0.0002110965,0.0003236894,0.000526698,0.0009495233,0.0001716586,0.0005799223,0.006590752],"category_scores_gemma":[0.009068842,0.00007648684,0.0006530082,0.0005090995,0.0004577817,0.0004140352,0.000357867,0.000662424,0.0002213634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441885,"about_ca_system_score_gemma":0.001620234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01743712,"about_ca_topic_score_gemma":0.03007021,"domain_scores_codex":[0.9984887,0.0007347686,0.000120525,0.00009519905,0.0003417871,0.000218993],"domain_scores_gemma":[0.9943001,0.003084308,0.001491728,0.0001190021,0.0002943113,0.0007105565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009690867,0.0004382246,0.9692796,0.0001396029,0.0001765138,0.0001983054,0.001624728,0.0009407201,0.0006262338,0.0004007875,0.0009095786,0.02429669],"study_design_scores_gemma":[0.0001025913,0.0009037708,0.9856231,0.0001366181,0.0001090683,0.0006568811,0.005510935,0.003381758,0.0003718772,0.0007223164,0.002434787,0.00004645561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99747,0.0001582618,0.00017151,0.0006232344,0.000003959618,0.00002483031,0.0001649773,0.000001972558,0.001381291],"genre_scores_gemma":[0.9994659,0.00005714222,0.0001807005,0.0001074477,0.000002846496,0.000007536865,0.0000706443,4.948766e-7,0.0001071775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01743712,"threshold_uncertainty_score":0.03467125,"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."}}