{"id":"W3094048891","doi":"10.12788/cutis.0035","title":"Management of Psoriasis With Biologics in Clinical Practice: An Update for 2020","year":2020,"lang":"en","type":"article","venue":"Cutis","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psoriasis; Dermatology; MEDLINE; Intensive care medicine; Clinical Practice; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732768,0.0001259362,0.0002961452,0.0000252055,0.00004175242,0.000004772688,0.0001668036,0.0001685352,0.000103837],"category_scores_gemma":[0.00006523665,0.00009471978,0.00007519458,0.0001619122,0.00008904198,0.00008674568,0.00004717601,0.00009084969,0.00008632169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001071268,"about_ca_system_score_gemma":0.00002300719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001080206,"about_ca_topic_score_gemma":0.00001001348,"domain_scores_codex":[0.9989368,0.0001832659,0.0003444245,0.0003168134,0.00002189529,0.0001967527],"domain_scores_gemma":[0.9994083,0.0001651517,0.000157426,0.000194514,0.00004516736,0.00002942673],"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":[0.01248688,0.002371709,0.06557848,0.0002124915,0.003340711,0.0003069069,0.001205121,0.00002568346,0.003907734,0.01206653,0.01163733,0.8868604],"study_design_scores_gemma":[0.0259762,0.0121647,0.1731215,0.0001401809,0.002230685,0.00007838957,0.004321964,0.00005283457,0.02357442,0.0006875284,0.7566957,0.0009558948],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910448,0.002378301,0.000909974,0.002602761,0.0005824504,0.0007402659,0.0001903644,0.000062149,0.001488905],"genre_scores_gemma":[0.9864733,0.001541087,0.0108547,0.0005018191,0.00006645885,0.00006756106,0.0003201636,0.00001467244,0.0001601944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8859046,"threshold_uncertainty_score":0.3862561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558443526944403,"score_gpt":0.3288666677000158,"score_spread":0.2832822324305717,"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."}}