{"id":"W2993441120","doi":"10.25251/skin.3.6.2","title":"Transitioning Between Biologics","year":2019,"lang":"en","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Adverse effect; Intensive care medicine; Biologic Agents; Plaque psoriasis; Psoriasis; Internal medicine; Dermatology; 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":[0.003491463,0.0003228385,0.0007937367,0.000834539,0.0005434213,0.001715551,0.0008803324,0.001311957,0.009197526],"category_scores_gemma":[0.01031028,0.0002219808,0.001437009,0.0005230323,0.0006466417,0.002238953,0.001030115,0.003533013,0.002909448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105393,"about_ca_system_score_gemma":0.00109323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005195331,"about_ca_topic_score_gemma":0.0006832324,"domain_scores_codex":[0.9972433,0.0009890725,0.0004962274,0.0003891205,0.0006919539,0.000190375],"domain_scores_gemma":[0.9943833,0.002699343,0.00143669,0.0003869335,0.0006349645,0.0004586563],"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":[0.002383611,0.00104585,0.004886854,0.006782057,0.0002689571,0.0008530351,0.0005837721,0.0003525069,0.006084968,0.005998007,0.02017023,0.9505901],"study_design_scores_gemma":[0.001544741,0.006582984,0.01312658,0.01041349,0.001287697,0.008145449,0.001210107,0.0005980297,0.01289499,0.01940287,0.9246814,0.0001117424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1351819,0.6878622,0.03564318,0.03525047,0.006014586,0.001774911,0.0009328441,0.001141471,0.09619852],"genre_scores_gemma":[0.6485152,0.2307805,0.0541169,0.03967915,0.003936498,0.001223061,0.001205769,0.000249363,0.02029357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009197526,"threshold_uncertainty_score":0.03076881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464011930249902,"score_gpt":0.2405203201935189,"score_spread":0.2258802008910199,"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."}}