{"id":"W3126713119","doi":"10.36849/jdd.5531","title":"Dermatologists’ Perspectives on Defining Moderate Psoriasis: The Canadian Moderate Psoriasis Survey","year":2021,"lang":"en","type":"article","venue":"Journal of Drugs in Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriasis; Dermatology; MEDLINE; Family medicine","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":[0.0009452344,0.000385015,0.0009737227,0.0005384117,0.0005723017,0.00008432306,0.0005319135,0.0005782208,0.0001926434],"category_scores_gemma":[0.000767133,0.0002836855,0.0002833013,0.0004998973,0.0002959539,0.0001806159,0.00007591894,0.0009286324,0.0001994871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312928,"about_ca_system_score_gemma":0.001564165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006029872,"about_ca_topic_score_gemma":0.08075932,"domain_scores_codex":[0.9951397,0.002578428,0.0009617945,0.0004092064,0.0001231417,0.0007877003],"domain_scores_gemma":[0.9970854,0.001281095,0.0005303946,0.0004635568,0.0005341425,0.0001054449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01389361,0.004067472,0.6243528,0.0002187924,0.01300324,0.01778625,0.1132012,0.006772039,0.004141972,0.08445457,0.07012654,0.04798152],"study_design_scores_gemma":[0.04238589,0.001054521,0.4987925,0.0008975452,0.001882022,0.08435516,0.081724,0.000719626,0.2404859,0.01213209,0.03180948,0.00376131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706391,0.01866456,0.00004298185,0.005032261,0.002281914,0.0001504374,0.00007060875,0.00002260658,0.003095577],"genre_scores_gemma":[0.9973496,0.001352333,0.0001956528,0.0006954845,0.00005830051,0.0000188323,0.000053291,0.00003312929,0.0002434196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363439,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440036376753929,"score_gpt":0.2603966706177268,"score_spread":0.2359963068501875,"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."}}