{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119255,0.00009782588,0.0002758108,0.0007219249,0.0005428181,0.0004461895,0.0004312499,0.0003987122,0.001207288],"category_scores_gemma":[0.00267684,0.0001855874,0.0004100583,0.001451782,0.0003659614,0.0003787247,0.0004338225,0.0005491263,0.0001750201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972575,"about_ca_system_score_gemma":0.001782045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3380861,"about_ca_topic_score_gemma":0.3522055,"domain_scores_codex":[0.9987583,0.0002087075,0.0001498904,0.0001139459,0.0005616769,0.0002074599],"domain_scores_gemma":[0.9974486,0.0002880941,0.001000842,0.00006336904,0.0006776765,0.0005214074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003592094,0.00003803223,0.998102,0.00001819772,0.00001944507,0.0000147761,0.0002597386,0.00001257532,0.00006651537,0.000005817328,0.0001978008,0.001229316],"study_design_scores_gemma":[0.000003778507,0.00005505942,0.9990333,0.000008343537,0.000006630444,0.00004324244,0.0005711651,0.00006259175,0.00001640448,0.000001796148,0.0001951829,0.000002515095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980364,0.0001651547,0.00003166522,0.0001204822,0.000003089012,0.00002455953,0.0008094601,0.000002327354,0.0008067243],"genre_scores_gemma":[0.9991215,0.0001471394,0.00005714253,0.0001151352,0.000003474972,0.00001183748,0.0004190362,9.664495e-7,0.0001237244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3380861,"threshold_uncertainty_score":0.6722364,"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."}}