{"id":"W4406091021","doi":"10.58931/cibdt.2024.2333","title":"S1PR Modulators in the Management of Ulcerative Colitis: Considerations for Practice","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Ulcerative colitis; Colitis; Medicine; Intensive care medicine; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003958352,0.0007135294,0.001629997,0.001755493,0.0008475205,0.002317201,0.001374198,0.003354322,0.00637931],"category_scores_gemma":[0.006811134,0.0002400665,0.000822549,0.00118259,0.001294154,0.002324241,0.001108527,0.005084715,0.003058139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002761251,"about_ca_system_score_gemma":0.00660323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009876498,"about_ca_topic_score_gemma":0.03939819,"domain_scores_codex":[0.998529,0.0005044953,0.0002674277,0.0001626055,0.0004550682,0.00008134147],"domain_scores_gemma":[0.9948256,0.002007521,0.0004550733,0.0001040909,0.001964066,0.0006437192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000242496,0.0001239825,0.0008969334,0.004740592,0.00007001438,0.0008578435,0.0002699948,0.0004784783,0.0008460046,0.005923836,0.1328329,0.8527169],"study_design_scores_gemma":[0.0002194895,0.0002859842,0.002674723,0.01797798,0.0001900988,0.003472948,0.0007247383,0.0004079677,0.0002336877,0.01514808,0.9585863,0.00007798833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000773866,0.8662544,0.001830436,0.1161503,0.002633094,0.00004619207,0.00007735901,0.00008852472,0.01214587],"genre_scores_gemma":[0.009347998,0.9342318,0.01282272,0.03130507,0.008130516,0.0001251675,0.0001436519,0.00003261421,0.003860461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009876498,"threshold_uncertainty_score":0.02134091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115780451621405,"score_gpt":0.2632458704895768,"score_spread":0.2516678253274363,"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."}}