{"id":"W2332152821","doi":"10.3899/jrheum.101113","title":"Prologue: 2009 Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GRAPPA)","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Family medicine; Dermatology; Rheumatology; Outreach; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003784355,0.001101425,0.000726918,0.001329418,0.0007575055,0.003172974,0.001370505,0.002097458,0.1334357],"category_scores_gemma":[0.00662497,0.0004319925,0.0004831315,0.0007246227,0.0004181712,0.001446407,0.00278053,0.002951495,0.08980816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182975,"about_ca_system_score_gemma":0.003233509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528384,"about_ca_topic_score_gemma":0.003898926,"domain_scores_codex":[0.9985315,0.0004196599,0.0001527293,0.000180906,0.0003948925,0.0003204161],"domain_scores_gemma":[0.9935242,0.00077266,0.0005641228,0.0002002584,0.001837007,0.003101806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001622926,0.00008626883,0.0005383348,0.0001807161,0.000005559742,0.00008009294,0.00002105076,0.00003255968,0.0002325607,0.0003429453,0.9323947,0.06592304],"study_design_scores_gemma":[0.0001041229,0.00009826635,0.002571187,0.0002059997,0.000003664017,0.0002381294,0.00004808588,0.00006153481,0.0001734667,0.0003507708,0.9961357,0.000009166837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01251053,0.04961785,0.01231907,0.1641137,0.2484333,0.008133691,0.05731481,0.002716026,0.4448409],"genre_scores_gemma":[0.02751632,0.03058551,0.01914291,0.03608156,0.06025058,0.004304465,0.06151583,0.001908047,0.7586948],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1334357,"threshold_uncertainty_score":0.4463868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642433752203398,"score_gpt":0.316796021334647,"score_spread":0.2525526461143072,"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."}}