{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005363566,0.0002269745,0.0003115542,0.001827738,0.003970782,0.001855929,0.0009406431,0.0007113568,0.003481144],"category_scores_gemma":[0.01133597,0.0001906988,0.0005323757,0.004679699,0.0009388121,0.0005935936,0.00127306,0.001065605,0.0002861521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02402636,"about_ca_system_score_gemma":0.0480104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810986,"about_ca_topic_score_gemma":0.9897473,"domain_scores_codex":[0.993153,0.0009466789,0.0003402909,0.0003421373,0.00360896,0.001608967],"domain_scores_gemma":[0.9798685,0.001852376,0.002199522,0.0002436427,0.009696863,0.006139197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000255548,0.00006950527,0.7834957,0.0009373034,0.0001224604,0.0002548425,0.008383342,0.0002465516,0.0005283864,0.001303759,0.1312605,0.0731422],"study_design_scores_gemma":[0.00003266044,0.00003238731,0.9488924,0.0005681919,0.00004967846,0.0001501839,0.009637979,0.0001387472,0.00008570246,0.0001326482,0.04023221,0.00004718796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7000612,0.02407845,0.000611566,0.1379077,0.0007368816,0.0003720064,0.02670557,0.00008740646,0.1094392],"genre_scores_gemma":[0.9747229,0.007176891,0.0007148891,0.01071773,0.0001246242,0.00009125428,0.004100255,0.00001880056,0.002332558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02402636,"threshold_uncertainty_score":0.1743242,"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."}}