{"id":"W4389521645","doi":"10.1111/jdv.19652","title":"An international Delphi consensus to define a clinically appropriate definition of disease modification for plaque psoriasis","year":2023,"lang":"en","type":"letter","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Janssen Pharmaceuticals","keywords":"Medicine; Delphi method; Facilitator; Psoriasis; Delphi; MEDLINE; Disease; Family medicine; Intensive care medicine; Pathology; Dermatology; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3687623,0.001873008,0.002383368,0.008748787,0.004772441,0.006830247,0.004399613,0.00562523,0.004702426],"category_scores_gemma":[0.3221852,0.001371264,0.00397227,0.006325597,0.00963095,0.01052535,0.01844183,0.0116531,0.001244661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00794673,"about_ca_system_score_gemma":0.03217534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001999961,"about_ca_topic_score_gemma":0.002009215,"domain_scores_codex":[0.5595188,0.3717798,0.03933006,0.003602437,0.0209998,0.004769159],"domain_scores_gemma":[0.6762453,0.2290899,0.0141436,0.007461119,0.06760434,0.005455812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00057086,0.0003360691,0.004931132,0.04455462,0.0004966704,0.001593533,0.2602782,0.001682504,0.003248106,0.078299,0.171154,0.4328554],"study_design_scores_gemma":[0.0004351966,0.001138899,0.006746335,0.1305677,0.0003727697,0.002647573,0.1854774,0.004612524,0.001976409,0.08034227,0.5850478,0.0006351768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05003726,0.08627716,0.1827419,0.5453694,0.0337385,0.05962171,0.002023785,0.0003952406,0.0397951],"genre_scores_gemma":[0.3015504,0.04481734,0.4829926,0.08494636,0.00625779,0.07409919,0.001449423,0.0003708938,0.00351609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3687623,"threshold_uncertainty_score":0.7784284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06629232433920085,"score_gpt":0.3118911905439097,"score_spread":0.2455988662047088,"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."}}