{"id":"W3095186834","doi":"10.1177/2475530320970531","title":"A Description of Treatment Patterns of Psoriasis by Medical Providers and Disease Severity in US Women","year":2020,"lang":"en","type":"article","venue":"Journal of Psoriasis and Psoriatic Arthritis","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"National Cancer Institute","keywords":"Psoriasis; Medicine; Dermatology; Disease; Severity of illness; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006688913,0.0001414795,0.0001906188,0.0020592,0.0002837151,0.0003255528,0.0002413607,0.0002465798,0.001840108],"category_scores_gemma":[0.003021956,0.0001295259,0.0004122503,0.002107747,0.0001869675,0.0004018381,0.0003563853,0.0002395189,0.0002249416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244524,"about_ca_system_score_gemma":0.0003591453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008327505,"about_ca_topic_score_gemma":0.009368486,"domain_scores_codex":[0.9993932,0.0001832664,0.0001387812,0.00007280043,0.0001275866,0.00008431671],"domain_scores_gemma":[0.9969816,0.0006765767,0.001758052,0.00006201542,0.0003263876,0.0001953922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004962995,0.00001094777,0.9971805,0.0000179875,0.00001607772,0.00002790048,0.000206554,0.00002503288,0.00009113297,0.00001200733,0.000250547,0.00211172],"study_design_scores_gemma":[0.000003418375,0.00004359895,0.9985442,0.00001548558,0.000008743022,0.0002185991,0.0006650215,0.00009161582,0.00003353477,0.00001337872,0.0003594652,0.000002902792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954063,0.0005620479,0.0001072947,0.0002047129,0.000006402083,0.00002593776,0.002281962,0.000008698308,0.001396682],"genre_scores_gemma":[0.9980868,0.0002991458,0.0001959647,0.00005751482,0.00001033727,0.00003722403,0.001154598,0.000003171293,0.0001552595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008327505,"threshold_uncertainty_score":0.01655811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474809790695775,"score_gpt":0.2240235021911847,"score_spread":0.2092754042842269,"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."}}