{"id":"W2156822431","doi":"10.1016/j.jval.2014.03.1654","title":"Characteristics Of Chronic Plaque Psoriasis In Canada: A Retrospective Database Study","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Novartis (Canada); Lawson Health Research Institute","funders":"","keywords":"Medicine; Psoriasis; Adalimumab; Infliximab; Acitretin; Ustekinumab; Etanercept; Dermatology; Palmoplantar pustulosis; Retrospective cohort study; Plaque psoriasis; Methotrexate; Internal medicine; Etretinate; Database; Disease; Rheumatoid arthritis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006052903,0.0004229026,0.0007830376,0.003283904,0.002943598,0.00235531,0.001420806,0.0008836536,0.00301271],"category_scores_gemma":[0.003251711,0.0006459437,0.0008276504,0.01152789,0.000949525,0.0007900146,0.001184773,0.001045125,0.0003849387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0227245,"about_ca_system_score_gemma":0.03066775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975282,"about_ca_topic_score_gemma":0.9770149,"domain_scores_codex":[0.9981286,0.0001317472,0.0002104316,0.0003189475,0.0006314571,0.0005787888],"domain_scores_gemma":[0.9945924,0.0002994699,0.00154356,0.0002059505,0.002212433,0.001146242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005013242,0.00003262371,0.9978337,0.00002591168,0.00004988128,0.0001242237,0.0002033143,0.00003271634,0.00006999943,0.00005404857,0.0006410456,0.0008825515],"study_design_scores_gemma":[0.000008478836,0.00002347205,0.9976379,0.00003335036,0.00004155525,0.0002336381,0.001087155,0.0001415349,0.0000363248,0.00002083148,0.000723753,0.00001210572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821484,0.001214786,0.0001386526,0.0003182033,0.0000147996,0.00009352956,0.0137406,0.00001509302,0.002315966],"genre_scores_gemma":[0.99481,0.0007421921,0.0001632085,0.0001987184,0.00001155166,0.00003262987,0.003498551,0.000008867175,0.0005343261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02471805,"threshold_uncertainty_score":0.1648785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229398275402995,"score_gpt":0.2518703270930761,"score_spread":0.2289304995527766,"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."}}