{"id":"W2793020549","doi":"10.25251/skin.2.supp.13","title":"Psoriasis Patients on Chronic Biologic Therapy May Benefit from Additional Treatment-Study Design and Baseline Characteristics","year":2018,"lang":"en","type":"article","venue":"SKIN The Journal of Cutaneous Medicine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LEO Pharma; Valeant Pharmaceuticals International; Regeneron Pharmaceuticals; Celgene; Amgen; Pfizer; Allergan; Eli Lilly and Company","keywords":"Psoriasis; Baseline (sea); Medicine; Plaque psoriasis; Physical therapy; Internal medicine; Dermatology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002182713,0.0003269416,0.0006017382,0.0003093421,0.000544982,0.0006676945,0.0003352513,0.0005575941,0.01218406],"category_scores_gemma":[0.00337829,0.0001784911,0.0009258994,0.0006973087,0.0002601936,0.0007519596,0.0002318776,0.0005847876,0.001203711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004507354,"about_ca_system_score_gemma":0.0007831741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000829217,"about_ca_topic_score_gemma":0.002851813,"domain_scores_codex":[0.9989278,0.0005304675,0.0001436123,0.0001441004,0.0001150277,0.0001390492],"domain_scores_gemma":[0.9986093,0.0004041842,0.0004698214,0.0001797409,0.0001442432,0.0001925703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08132859,0.005221556,0.7332185,0.001353813,0.00204412,0.0006008185,0.0001890422,0.0004611097,0.005427105,0.001088205,0.01506156,0.1540056],"study_design_scores_gemma":[0.01001541,0.0210043,0.934209,0.0004386057,0.001702025,0.001464479,0.000290568,0.001094295,0.002188088,0.002839859,0.02471341,0.00003997217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959632,0.007312898,0.003849149,0.002758868,0.0004375312,0.001885668,0.008410165,0.00004709496,0.01566653],"genre_scores_gemma":[0.9853154,0.001112849,0.001573741,0.001457535,0.0002991792,0.001361862,0.00351634,0.00001049562,0.005352634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218406,"threshold_uncertainty_score":0.04075974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06000297180320597,"score_gpt":0.3419998588694396,"score_spread":0.2819968870662337,"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."}}