{"id":"W4221135275","doi":"10.1001/jamadermatol.2022.0434","title":"International eDelphi Study to Reach Consensus on the Methotrexate Dosing Regimen in Patients With Psoriasis","year":2022,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dermatrials Research; University of Alberta; Queen's University; University of Manitoba; University of Calgary; Institute of Infection and Immunity; Memorial University of Newfoundland; Probity Medical Research; University of Toronto; Dalhousie University; University of British Columbia","funders":"Faculty of Medicine, Memorial University of Newfoundland; Medical Research Council; Sharda University; Centro Hospitalar Universitário do Porto; Kunming Medical University; Radboud Universitair Medisch Centrum; Memorial University of Newfoundland; Univerzita Komenského v Bratislave","keywords":"Medicine; Psoriasis; Venereology; Dosing; Regimen; Methotrexate; Family medicine; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003534304,0.000194568,0.0003057542,0.0002723738,0.0003251864,0.00001867717,0.000379447,0.00007760342,0.000544043],"category_scores_gemma":[0.0001071511,0.0001353361,0.00004840045,0.0002865093,0.00006331465,0.00003083351,0.0002213273,0.0003199315,0.0001509107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224413,"about_ca_system_score_gemma":0.00004441307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467719,"about_ca_topic_score_gemma":0.0000591035,"domain_scores_codex":[0.9975008,0.001399751,0.0002936773,0.000385812,0.00009543679,0.0003245417],"domain_scores_gemma":[0.9988537,0.0005639543,0.000134723,0.0003664173,0.00006024053,0.0000208994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01108161,0.004991404,0.9093963,0.000006246285,0.001913508,0.0004339446,0.01164501,0.0002181635,0.001287707,0.002381892,0.03000936,0.02663488],"study_design_scores_gemma":[0.02448661,0.00264885,0.8335932,0.00003120505,0.000293898,0.0004747085,0.01166538,0.00001353,0.005107084,0.0001809205,0.1208099,0.0006947269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988225,0.00006529968,0.000004105956,0.006936678,0.0010045,0.0007392279,0.00006491929,0.00004120857,0.002919057],"genre_scores_gemma":[0.998057,0.000002569504,0.00009095665,0.001006028,0.00001930449,0.0002682901,0.0001139258,0.00001932402,0.00042258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09080051,"threshold_uncertainty_score":0.5956889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876221773036976,"score_gpt":0.2533003494480678,"score_spread":0.2345381317176981,"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."}}