{"id":"W6907621862","doi":"10.25384/sage.c.4414913.v1","title":"Satisfaction and Awareness of Systemic Psoriasis Treatments: A National Survey Comparing Biologic and Nonbiologic Users","year":2019,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apremilast; Psoriasis; Young adult; Psychological intervention; Patient satisfaction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002403771,0.0004519172,0.001104311,0.0006588754,0.00008893179,0.0001113952,0.0004881353,0.0004224718,0.0004906715],"category_scores_gemma":[0.00053538,0.0003476834,0.00004642783,0.0002828597,0.0001601994,0.0003020022,0.0005200607,0.0002956752,0.0001437171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861669,"about_ca_system_score_gemma":0.0001760302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006728168,"about_ca_topic_score_gemma":0.004153368,"domain_scores_codex":[0.9968966,0.0009805422,0.0006370532,0.000757607,0.0004355023,0.0002926627],"domain_scores_gemma":[0.9968434,0.000437208,0.001627262,0.0008511729,0.0001323392,0.0001086275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000076268,0.00004946085,0.969979,0.000208152,0.001207605,0.000005745461,0.00002810055,0.00001096537,0.00153914,0.000001511116,0.02210157,0.004792412],"study_design_scores_gemma":[0.002167562,0.0001086761,0.9878086,0.007132777,0.0004168768,0.0003110482,0.0001482645,0.0002898553,0.00001375849,0.00004091586,0.001058691,0.0005030126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.475639,0.3179064,0.0004528253,0.00002906804,0.001697182,0.002689332,0.1914087,0.000338588,0.009838849],"genre_scores_gemma":[0.9170163,0.07143669,0.000426985,0.00001749219,0.0002542885,0.00001771507,0.004613217,0.0004378546,0.005779428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4413773,"threshold_uncertainty_score":0.9998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853146871711217,"score_gpt":0.3724283796858769,"score_spread":0.1871136925147552,"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."}}