{"id":"W3112991788","doi":"10.1093/ibd/izaa311","title":"Assessing Patient Decision-Making on Biologic and Small-Molecule Therapies in Inflammatory Bowel Diseases: Insights From a Conjoint Analysis in the United States, Canada, and the United Kingdom","year":2020,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Specialty; Population; Conjoint analysis; Family medicine; Cohort; Inflammatory bowel disease; Cohort study; Crohn's disease; Disease; Internal medicine; Environmental health; Preference","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108027,0.0003864922,0.0006087318,0.001561053,0.001889957,0.002195646,0.0005705092,0.0004626774,0.00119137],"category_scores_gemma":[0.03119538,0.0001953261,0.001023866,0.003538893,0.001608276,0.0005050436,0.001574955,0.0007450401,0.00006128764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349278,"about_ca_system_score_gemma":0.01114322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6874559,"about_ca_topic_score_gemma":0.7155818,"domain_scores_codex":[0.9911283,0.006276205,0.0003565804,0.0003280333,0.001334906,0.0005759762],"domain_scores_gemma":[0.9737278,0.01809202,0.002576797,0.0004844177,0.00351239,0.001606598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099771,0.0002125934,0.9237275,0.000237012,0.0005950633,0.0003523638,0.01732768,0.007707899,0.0003450108,0.001606391,0.001363771,0.04542492],"study_design_scores_gemma":[0.0001247135,0.0004889152,0.8789568,0.0003750787,0.000350503,0.0004543989,0.05142183,0.06046996,0.0005088802,0.003575894,0.0030866,0.0001864215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996819,0.0004987867,0.0007805768,0.0004034291,0.000005243904,0.00007289016,0.0001826619,0.000002487703,0.001234889],"genre_scores_gemma":[0.9982443,0.0001965351,0.00126778,0.00006700321,0.000001760788,0.00002552276,0.00009873088,0.000001427301,0.0000969531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125441,"threshold_uncertainty_score":0.6287695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283364802902183,"score_gpt":0.2383268043353515,"score_spread":0.2254931563063297,"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."}}