{"id":"W6887774312","doi":"10.17605/osf.io/azue7","title":"The Burden of Psoriatic Disease in Canada: A Scoping Review","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Health care; Burden of disease; Disease burden; Psoriatic arthritis; Healthcare system","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":["metaresearch","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003734513,0.0002768073,0.0007382525,0.000219613,0.0002156088,0.0002739425,0.007605643,0.00008051183,0.0009476508],"category_scores_gemma":[0.01197276,0.0001939902,0.00005402085,0.005449093,0.0007268799,0.0001911963,0.00158986,0.0004702375,0.001005212],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142972,"about_ca_system_score_gemma":0.02842411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588804,"about_ca_topic_score_gemma":0.9733246,"domain_scores_codex":[0.9960008,0.0001825465,0.0006036574,0.0007633957,0.001730485,0.0007191773],"domain_scores_gemma":[0.9959232,0.0006887194,0.0007606233,0.002228999,0.00008719818,0.0003113253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002480955,0.00002907326,0.001353791,0.006861633,0.00003793147,0.0001150047,0.0002420561,0.0003065416,0.000003120797,0.005224068,0.9704679,0.01533404],"study_design_scores_gemma":[0.0001278279,0.000009338263,0.0007409639,0.8902639,0.00006703797,5.607363e-7,0.0001432524,0.0002380789,0.00000178473,0.001456395,0.1064336,0.0005173113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001293835,0.3828458,0.00006423568,0.01288395,0.008717389,0.03220367,0.0009023939,0.0004925433,0.5617606],"genre_scores_gemma":[0.01020639,0.2216275,0.01162923,0.003866499,0.002895207,0.005408469,0.00003671761,0.01070537,0.7336246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8834022,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316264240237318,"score_gpt":0.3624764258695922,"score_spread":0.3293137834672191,"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."}}