{"id":"W4407253168","doi":"10.36469/001c.127820","title":"Drug Insurance and Psoriasis Severity: A Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of health economics and outcomes research","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"","keywords":"Medicine; Psoriasis; Retrospective cohort study; Cohort; Medical prescription; Prescription drug; Family medicine; Internal medicine; Dermatology; 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":[0.0008524404,0.0003980027,0.000612467,0.001462079,0.001289183,0.0008830489,0.0006676306,0.000486108,0.002212122],"category_scores_gemma":[0.002022092,0.0005033896,0.0006478149,0.003311052,0.0004983007,0.0005663292,0.0006202012,0.0006936686,0.0002858284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706008,"about_ca_system_score_gemma":0.001982174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1689404,"about_ca_topic_score_gemma":0.1793137,"domain_scores_codex":[0.9987932,0.0001442435,0.000133715,0.0003674325,0.000284419,0.0002769065],"domain_scores_gemma":[0.9982736,0.000196128,0.0007021363,0.0001888128,0.0003145432,0.0003247982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008012688,0.00003468533,0.9987924,0.00001993517,0.0000771859,0.0001067234,0.00008362318,0.00001432772,0.00007079148,0.00001373282,0.0001649745,0.0005413924],"study_design_scores_gemma":[0.00002004828,0.00009486015,0.9986044,0.00002197344,0.00008253218,0.0003797823,0.0002834114,0.0001144071,0.00002177547,0.00001578098,0.0003531923,0.00000775774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970769,0.0006021813,0.0001433307,0.00005228602,0.000009916405,0.0001074561,0.001487778,0.000004808275,0.0005153412],"genre_scores_gemma":[0.9984587,0.0002612874,0.0001311776,0.00006738547,0.00001380825,0.00005236278,0.0008856172,0.000002677081,0.0001269257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1689404,"threshold_uncertainty_score":0.3359141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267356853526875,"score_gpt":0.3606414399190919,"score_spread":0.3279678713838231,"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."}}