{"id":"W1969338238","doi":"10.1136/ebm.14.6.185","title":"Site of psoriasis (scalp or intergluteal/perianal), >=3 affected sites, and nail dystrophy predicted psoriatic arthritis in incident psoriasis","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Psoriasis; Psoriatic arthritis; Dermatology; Medicine; Scalp; Nail (fastener); Nail disease; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106256,0.0003922704,0.0009676951,0.000444571,0.001254609,0.0009544388,0.000542589,0.007720009,0.005398435],"category_scores_gemma":[0.009762786,0.0003191887,0.0005846658,0.0004384939,0.0006604494,0.001000022,0.0002740567,0.00446578,0.001153516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009313812,"about_ca_system_score_gemma":0.0008248621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487115,"about_ca_topic_score_gemma":0.007574104,"domain_scores_codex":[0.998988,0.0004212628,0.0001779506,0.000112161,0.0001496432,0.0001509277],"domain_scores_gemma":[0.9960266,0.002581609,0.0002625294,0.0001433416,0.0005308687,0.0004549761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003495913,0.0008864899,0.5385026,0.0002672123,0.0003582411,0.06149052,0.0007625625,0.0006199737,0.002850149,0.002614187,0.3294374,0.05871479],"study_design_scores_gemma":[0.002414732,0.001071985,0.5801646,0.0007167448,0.001152088,0.252939,0.002689015,0.01250838,0.002158994,0.01730338,0.1266925,0.0001885027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2610816,0.003783813,0.0006054078,0.6937994,0.008543698,0.00005002799,0.0007019016,0.00005916821,0.03137498],"genre_scores_gemma":[0.8525832,0.001530783,0.0009930512,0.1156577,0.02097929,0.00003957528,0.0001869173,0.00002480221,0.008004703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007720009,"threshold_uncertainty_score":0.01805955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266066316153247,"score_gpt":0.2551750422486124,"score_spread":0.2285684106332877,"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."}}