{"id":"W3207892227","doi":"10.12688/f1000research.19144.1","title":"Psoriatic arthritis","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Celgene; Gilead Sciences; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Psoriasis; Psoriatic arthritis; Subclinical infection; Disease; Arthritis; Dermatology; Uveitis; Osteoporosis; Inflammatory arthritis; Pathology; Internal medicine; Immunology","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":[0.0008161826,0.0008770587,0.00101821,0.001798706,0.0008297347,0.002720596,0.0006659809,0.001371056,0.09065843],"category_scores_gemma":[0.003549187,0.0002384833,0.0007442275,0.002098755,0.0003794534,0.001016629,0.001140148,0.001441075,0.06399602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547478,"about_ca_system_score_gemma":0.001097942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045749,"about_ca_topic_score_gemma":0.001304371,"domain_scores_codex":[0.9986313,0.0002491762,0.0001862668,0.000189994,0.0005573211,0.0001858115],"domain_scores_gemma":[0.9989046,0.000194812,0.000184739,0.0001035789,0.0004297978,0.0001825669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000293048,0.0001078887,0.003050264,0.003382183,0.0001345813,0.0009323574,0.0001599215,0.00007935734,0.002371241,0.004826652,0.376763,0.6078995],"study_design_scores_gemma":[0.0000518164,0.00006131348,0.004139921,0.0009617971,0.00006759879,0.004705441,0.00008058744,0.00003392348,0.0004937514,0.002131928,0.9872538,0.00001798154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01096974,0.4378403,0.007026112,0.01474285,0.01281621,0.0007169255,0.01632724,0.002376157,0.4971844],"genre_scores_gemma":[0.1589078,0.4637955,0.01685384,0.0264687,0.01440266,0.0008681712,0.03297028,0.0006670594,0.2850661],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09065843,"threshold_uncertainty_score":0.3032827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062464012639436,"score_gpt":0.303070667753769,"score_spread":0.2624460276273746,"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."}}