{"id":"W4281618980","doi":"10.53350/pjmhs22164742","title":"Impact of Covid-19 on Mental Health and Treatment Compliance in Psoriasis Patients","year":2022,"lang":"en","type":"article","venue":"","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Psoriasis; Anxiety; Medicine; Depression (economics); Mental health; Coronavirus disease 2019 (COVID-19); Psychiatry; Internal medicine; Disease; Dermatology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004295705,0.00009903555,0.0002254415,0.0003313232,0.0004185648,0.0004327789,0.0001169471,0.000249732,0.001848386],"category_scores_gemma":[0.002451464,0.0001048261,0.0003109889,0.0004079111,0.0001511003,0.0002185132,0.0003005536,0.0005454997,0.0001167742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890159,"about_ca_system_score_gemma":0.0003306652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454745,"about_ca_topic_score_gemma":0.00380737,"domain_scores_codex":[0.9993943,0.0002073785,0.00006404606,0.00005243514,0.000183387,0.00009845945],"domain_scores_gemma":[0.998078,0.0003325337,0.001105735,0.00004446994,0.0001590428,0.0002802857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001087664,0.0001423118,0.9953928,0.00001865141,0.00003495359,0.00007340698,0.0001399996,0.00001870246,0.000166615,0.000007401084,0.00006056593,0.003835916],"study_design_scores_gemma":[0.000004441576,0.0002167808,0.9991018,0.00000886304,0.00001344703,0.0002145063,0.0002385822,0.00005868062,0.00003878497,0.000005907815,0.00009602247,0.000002297422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990402,0.0002347555,0.00002595313,0.00008574417,0.000004759172,0.000008089049,0.00008076688,0.000001827141,0.0005179631],"genre_scores_gemma":[0.9996691,0.00007951197,0.0000388308,0.00003297504,0.000007097295,0.000004976166,0.00005916643,4.668863e-7,0.0001078332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002454745,"threshold_uncertainty_score":0.006183505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845503265054533,"score_gpt":0.3219754697540616,"score_spread":0.2735204371035163,"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."}}