{"id":"W2093738326","doi":"10.3899/jrheum.101119","title":"Psoriasis Epidemiology Screening Tool (PEST): A Report from the GRAPPA 2009 Annual Meeting","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Epidemiology; Population; Dermatology; Arthritis; Physical therapy; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005092935,0.0004667902,0.0006325216,0.001793337,0.0003199839,0.0006598482,0.0005696572,0.0006980933,0.003979133],"category_scores_gemma":[0.009917008,0.0002266471,0.0006556204,0.001520772,0.0001174544,0.0004933928,0.0007032697,0.001006575,0.001744219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008540412,"about_ca_system_score_gemma":0.001336063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008734498,"about_ca_topic_score_gemma":0.010631,"domain_scores_codex":[0.9978815,0.0005853628,0.0004712203,0.0001152247,0.0008316966,0.0001149841],"domain_scores_gemma":[0.9952181,0.0008516776,0.0006491264,0.0001016738,0.002617497,0.0005619057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003756681,0.0005402588,0.135249,0.0009636711,0.0001853372,0.0004998124,0.0003441483,0.0003052881,0.001034548,0.0001555463,0.6895759,0.1707709],"study_design_scores_gemma":[0.0003289396,0.0004321456,0.7370484,0.001025146,0.000184864,0.001908477,0.000625886,0.0008391918,0.001047179,0.0002080716,0.256258,0.0000937011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4019034,0.02098038,0.0166235,0.1028585,0.005200705,0.01470951,0.3483871,0.001855254,0.08748186],"genre_scores_gemma":[0.5042946,0.03147278,0.06475476,0.01392997,0.001828761,0.009254785,0.3400618,0.0005532339,0.03384934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008734498,"threshold_uncertainty_score":0.02693433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404283781201571,"score_gpt":0.2593139997827988,"score_spread":0.2152711619707831,"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."}}