{"id":"W1969338238","doi":"10.1136/ebm.14.6.185","title":"Site of psoriasis (scalp or intergluteal/perianal), &gt;=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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001209776,0.001348442,0.003177502,0.001750663,0.0001909092,0.00003757232,0.0006903325,0.002347037,0.001753799],"category_scores_gemma":[0.002685742,0.001021367,0.0003948272,0.001390831,0.0008913484,0.0003234666,0.0001504322,0.001859725,0.00009726587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303074,"about_ca_system_score_gemma":0.0006136482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435365,"about_ca_topic_score_gemma":0.001264511,"domain_scores_codex":[0.9926429,0.001870997,0.002208042,0.001559973,0.0005125197,0.001205589],"domain_scores_gemma":[0.9942755,0.002659384,0.001323285,0.001274967,0.0003125358,0.0001543128],"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":[0.00654889,0.0006441077,0.005968015,0.001733172,0.002014728,0.00346907,0.002133646,0.00001291745,0.03083813,0.00001036195,0.6956341,0.2509929],"study_design_scores_gemma":[0.08901464,0.03178952,0.2627648,0.08506092,0.01234133,0.001392286,0.0006688901,0.0001437264,0.03408056,0.0004388928,0.4764066,0.005897763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588992,0.1335824,0.0001730422,0.1970706,0.005646491,0.003215132,0.0008297218,0.0004412906,0.0001421307],"genre_scores_gemma":[0.8304819,0.04500978,0.0009928156,0.1009931,0.008150334,0.0008503845,0.008702812,0.0003696917,0.004449139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2567968,"threshold_uncertainty_score":0.9999267,"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."}}