{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007436371,0.0001515627,0.0005268669,0.0001555609,0.00005319954,0.000002206596,0.0001517559,0.00007392299,0.00006931476],"category_scores_gemma":[0.0001286636,0.000143676,0.00002762796,0.0002520929,0.00003122022,0.00003741335,0.00004507279,0.0002045998,0.00001710699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526458,"about_ca_system_score_gemma":0.001766907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362695,"about_ca_topic_score_gemma":0.8873144,"domain_scores_codex":[0.9979457,0.0007724517,0.0005511281,0.0003005555,0.00005321475,0.0003769273],"domain_scores_gemma":[0.9991522,0.0002247658,0.00022329,0.000341978,0.00002783777,0.00002989079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002060314,0.0007164716,0.9821575,0.0001117684,0.00007606109,0.0000253206,0.001143167,0.0000530918,0.0006704252,0.0006167773,0.0002065484,0.01401682],"study_design_scores_gemma":[0.002993738,0.0007460678,0.9940628,0.0001267434,0.00001895036,0.000007491015,0.0003373316,0.0001044657,0.000802953,0.00003890521,0.0006290427,0.0001314665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971116,0.001052363,0.00001312834,0.0001528366,0.0008348983,0.0005074746,0.0002450076,0.00001067743,0.00007205464],"genre_scores_gemma":[0.9993117,0.0003474576,0.00002930178,0.000051008,0.00004799568,0.00004177752,0.0001110799,0.00001254417,0.00004706526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04895503,"threshold_uncertainty_score":0.5858938,"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."}}