{"id":"W3085192159","doi":"10.1177/1203475420960437","title":"Impacts of COVID-19 on Dermatologic Practice, Disease Presentation, and Immunomodulator Prescriptions","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lynde Centre for Dermatology; University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Medical prescription; Presentation (obstetrics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Dermatology; Disease; Intensive care medicine; Infectious disease (medical specialty); Virology; Pharmacology; Pathology; Surgery; Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002575997,0.0001479355,0.0007460503,0.0001575088,0.00009140763,0.00001031792,0.00004594654,0.00005158017,0.00005759774],"category_scores_gemma":[0.01368618,0.00008807291,0.0001085073,0.000173033,0.0002908215,0.0001248834,0.00003052368,0.0002133259,0.00000158541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002052788,"about_ca_system_score_gemma":0.0002916816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212411,"about_ca_topic_score_gemma":7.14028e-7,"domain_scores_codex":[0.9984649,0.0001290927,0.0007010127,0.0001417286,0.0004070758,0.0001561705],"domain_scores_gemma":[0.9960249,0.002239501,0.0005135627,0.00009905853,0.0002657846,0.000857166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01546822,0.0008988351,0.532077,0.00376956,0.001198279,0.03124458,0.006877128,0.00005201808,0.003184634,0.0007970557,0.3999243,0.004508487],"study_design_scores_gemma":[0.009445433,0.007929097,0.2038273,0.002622067,0.004439163,0.1073463,0.01918026,0.000725134,0.0005188261,0.004099225,0.639058,0.0008091633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7334923,0.01409393,0.0001473607,0.2515878,0.0001290452,0.0001748113,0.000006687742,0.00001804063,0.0003500622],"genre_scores_gemma":[0.9556111,0.007823714,0.00007854725,0.03626557,0.0001790362,0.000002080041,0.00000359887,0.000007735283,0.00002862015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282496,"threshold_uncertainty_score":0.9946219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184953350666946,"score_gpt":0.3383644467279214,"score_spread":0.2765149132212519,"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."}}