{"id":"W3212825246","doi":"10.51731/cjht.2021.197","title":"Biologics in Plaque Psoriasis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ustekinumab; Biosimilar; Certolizumab pegol; Adalimumab; Infliximab; Etanercept; Secukinumab; Ixekizumab; Psoriasis; Dermatology; Internal medicine; Psoriatic arthritis; Tumor necrosis factor alpha","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009303111,0.0001099454,0.0004348272,0.0004138433,0.0001222979,0.00001398998,0.0002997898,0.0004507179,0.0001931415],"category_scores_gemma":[0.00133977,0.00008444222,0.0000859854,0.0004716579,0.0003243777,0.00004365756,0.00003043309,0.0007182751,0.00001305776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880903,"about_ca_system_score_gemma":0.001957171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027164,"about_ca_topic_score_gemma":0.006311798,"domain_scores_codex":[0.9985012,0.0002656385,0.0005751707,0.000145731,0.00002181032,0.0004904387],"domain_scores_gemma":[0.9992728,0.000143529,0.0002286099,0.000192418,0.0001337029,0.00002899056],"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":[0.00002700465,0.00006061114,0.02296713,0.00005241879,0.0001052609,0.0005825046,0.0001670401,0.000004070273,0.003780309,0.01011286,0.01460356,0.9475372],"study_design_scores_gemma":[0.000920988,0.0004393856,0.0177996,0.00021445,0.00001555779,0.001113181,0.004463279,0.000001246787,0.04066175,0.01654002,0.9176074,0.0002230951],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1743601,0.5970261,0.0009096835,0.2220688,0.003656873,0.0002452534,0.00009249031,0.0001298351,0.001510873],"genre_scores_gemma":[0.9941338,0.002148997,0.002395845,0.001131806,0.000005694354,0.000001583395,0.000003380844,0.000006241999,0.0001726336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9473141,"threshold_uncertainty_score":0.3522131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398737397037232,"score_gpt":0.3030348355283963,"score_spread":0.2631610958246731,"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."}}