{"id":"W2115206201","doi":"10.2310/7750.2014.13151","title":"Think beyond the Skin","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dermatrials Research; Child and Family Research Institute; Lynde Centre for Dermatology; University of Toronto; St. Joseph’s Healthcare Hamilton; University of British Columbia; Memorial University of Newfoundland","funders":"Merck Canada; Valeant Pharmaceuticals International","keywords":"Medicine; Psoriasis; Rheumatoid arthritis; Psoriasis Area and Severity Index; Dermatology; Dermatology Life Quality Index; Psoriatic arthritis; Quality of life (healthcare); Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009155274,0.0001144952,0.0003998018,0.000122493,0.00009074882,0.000006764217,0.00009675803,0.0001004859,0.0001522073],"category_scores_gemma":[0.0003501957,0.0000549184,0.0001027881,0.00009128373,0.0001935664,0.00005077598,0.00001656558,0.0001808489,0.00003010155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001619338,"about_ca_system_score_gemma":0.0001148978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002347154,"about_ca_topic_score_gemma":0.000005825982,"domain_scores_codex":[0.9991052,0.0001897265,0.0003824987,0.00007666869,0.00007940441,0.0001664772],"domain_scores_gemma":[0.9983436,0.001088131,0.0002544843,0.00012024,0.0001355308,0.00005795911],"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":[0.001095106,0.0001382779,0.009379555,0.00001806242,0.0009533272,0.001965428,0.009656844,0.000003529992,0.006185673,0.0002904744,0.7671923,0.2031214],"study_design_scores_gemma":[0.003804136,0.00174613,0.004809286,0.0002733206,0.001235652,0.1069203,0.0124866,0.000003634028,0.004877198,0.005419806,0.8580397,0.0003842662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472536,0.04026492,0.00001563323,0.00717219,0.002507753,0.00005162579,0.00000237962,0.000009837685,0.002722041],"genre_scores_gemma":[0.9941139,0.00207049,0.00001958711,0.001280806,0.0005196425,5.870623e-7,0.000005838922,0.000008799183,0.001980332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027371,"threshold_uncertainty_score":0.2239507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278514995451424,"score_gpt":0.2516408569351399,"score_spread":0.2188557069806257,"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."}}