{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358142,0.0006483201,0.0006620094,0.001346935,0.0008015671,0.002357279,0.0006533755,0.00276013,0.01776526],"category_scores_gemma":[0.002245727,0.0002365877,0.0006243477,0.001013549,0.001411035,0.001389015,0.00141376,0.004213615,0.008942809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690744,"about_ca_system_score_gemma":0.003104855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008373288,"about_ca_topic_score_gemma":0.0141766,"domain_scores_codex":[0.9989105,0.0002455823,0.000117852,0.0001011322,0.0004710767,0.000153791],"domain_scores_gemma":[0.9988041,0.0003069739,0.0001817938,0.00006877194,0.0004398637,0.0001985719],"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":[0.0002104464,0.0001171155,0.001031663,0.002097148,0.00004762363,0.0009220454,0.0002252984,0.0001711242,0.001496666,0.04472493,0.3682856,0.5806704],"study_design_scores_gemma":[0.00004453424,0.00006876312,0.0009490139,0.0009522963,0.00001550987,0.001476266,0.00005950594,0.00003185992,0.0001978849,0.00421611,0.9919792,0.00000909319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001517212,0.859628,0.0006257735,0.04096888,0.01122084,0.00004935269,0.00023382,0.00007699308,0.08567905],"genre_scores_gemma":[0.0273661,0.807165,0.001884257,0.05283796,0.01566673,0.0001031436,0.000663467,0.00006066963,0.0942526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01776526,"threshold_uncertainty_score":0.05943072,"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."}}