{"id":"W4311352505","doi":"10.1016/j.jval.2022.09.2427","title":"SA33 Demographic Characteristics of Patients Initiating Topical Combination Therapies for Plaque Psoriasis in Canada: A Claims-Based Analysis","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada); Health Canada","funders":"","keywords":"Plaque psoriasis; Medicine; Psoriasis; Tazarotene; Dermatology; Calcipotriol; Lotion; Betamethasone dipropionate; Clobetasol propionate; Pharmacology","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":[0.0004736567,0.0002906368,0.0004645369,0.002314731,0.001763042,0.001372482,0.000974598,0.0006482077,0.005852318],"category_scores_gemma":[0.003115768,0.0004144654,0.001170797,0.006895915,0.0004396549,0.000407742,0.0005034563,0.001025485,0.0005023367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0135582,"about_ca_system_score_gemma":0.02137502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753094,"about_ca_topic_score_gemma":0.9749485,"domain_scores_codex":[0.998667,0.00008334788,0.0001381369,0.0001685037,0.0005699152,0.0003731471],"domain_scores_gemma":[0.9959176,0.0002982954,0.001240861,0.0001215956,0.001640412,0.0007812794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117585,0.00005746919,0.9960821,0.00002053993,0.00008501143,0.00004910475,0.0001162713,0.00007342126,0.00009646331,0.00007171909,0.001263364,0.001972778],"study_design_scores_gemma":[0.00001173937,0.00002293296,0.9985129,0.00001664458,0.00003867619,0.00005895688,0.0003657989,0.0002535284,0.00003706362,0.00001952501,0.0006535028,0.00000870398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675431,0.0005182157,0.0001320676,0.000412887,0.00001661976,0.00007238473,0.02635657,0.00002073788,0.004927481],"genre_scores_gemma":[0.9925661,0.0003308121,0.0001395132,0.0001475776,0.000009743259,0.00002753303,0.005556018,0.000007507139,0.001215243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469057,"threshold_uncertainty_score":0.09837204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600185905838446,"score_gpt":0.2484127835257595,"score_spread":0.2224109244673751,"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."}}