{"id":"W2092112974","doi":"10.1159/000338131","title":"Biologic Therapies: Lessons from Multiple Sclerosis","year":2012,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Multiple sclerosis; Ustekinumab; Immunology; Natalizumab; Secukinumab; Etanercept; Glatiramer acetate; Adalimumab; Inflammatory bowel disease; Tumor necrosis factor alpha; Fingolimod; Cytokine; Vedolizumab; Interleukin 23; Rheumatoid arthritis; Disease; Interleukin; Psoriatic arthritis; Internal medicine","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":[0.001056148,0.001302239,0.001771765,0.002018407,0.000437481,0.001511636,0.0009651331,0.002220598,0.003144744],"category_scores_gemma":[0.001494408,0.0003230969,0.0006342832,0.001678127,0.001309833,0.002792362,0.001086784,0.005270415,0.002507822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182238,"about_ca_system_score_gemma":0.0009609582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157359,"about_ca_topic_score_gemma":0.002170894,"domain_scores_codex":[0.9996325,0.00008642141,0.0000508304,0.00005743176,0.0001470977,0.00002576955],"domain_scores_gemma":[0.999164,0.0005178514,0.00005656058,0.00003300113,0.0001571821,0.00007141165],"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":[0.00009421238,0.00009969153,0.0001291366,0.008357189,0.00008989311,0.0003404607,0.0001146226,0.0003103527,0.0009506143,0.0108452,0.06887643,0.9097922],"study_design_scores_gemma":[0.0000268346,0.00006108752,0.000287113,0.002810274,0.0000392466,0.001078388,0.00005891949,0.00006108053,0.0001600445,0.006015669,0.9893902,0.00001116067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000411987,0.9979616,0.00009340675,0.0008203329,0.0003886766,0.000001554827,0.000004918776,0.000005398912,0.0006828979],"genre_scores_gemma":[0.0006080474,0.9966568,0.0002731018,0.0009926702,0.0005982147,0.000006269612,0.00001123174,0.000002524261,0.0008511313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003144744,"threshold_uncertainty_score":0.01052022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309242083720102,"score_gpt":0.3146186343149057,"score_spread":0.2315262134777046,"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."}}