{"id":"W4417479800","doi":"10.1016/j.jval.2025.09.1841","title":"HTA56 Beyond the Surface: Health Technology Assessment and Reimbursement for Inflammatory or Autoimmune Disorders With Cosmetic and Dermatological Manifestations","year":2025,"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":"EVERSANA (Canada)","funders":"","keywords":"Reimbursement; Health technology; Technology assessment; Risk assessment; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0107509,0.0004007197,0.0008062615,0.001929557,0.0007294484,0.006645616,0.0009750855,0.004162479,0.01665453],"category_scores_gemma":[0.06546678,0.0002290553,0.00147353,0.001587389,0.001380342,0.003211829,0.003557098,0.004204096,0.002584957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811766,"about_ca_system_score_gemma":0.009609293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466555,"about_ca_topic_score_gemma":0.002969573,"domain_scores_codex":[0.985457,0.007813223,0.001123011,0.0005619308,0.00386778,0.001177042],"domain_scores_gemma":[0.9577745,0.02076726,0.005118875,0.001787697,0.004907547,0.009644342],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001728866,0.0004999451,0.04251215,0.0007807449,0.0003452055,0.000626988,0.0002894106,0.001954988,0.001525608,0.06243412,0.1369889,0.750313],"study_design_scores_gemma":[0.0009340201,0.002859727,0.1857655,0.007993765,0.0008099923,0.003601873,0.001313564,0.01547851,0.003389273,0.09979216,0.6776798,0.0003817127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1306462,0.06845219,0.01480349,0.5810956,0.007846432,0.0005488875,0.004801185,0.0008402385,0.1909658],"genre_scores_gemma":[0.8916959,0.02348597,0.0161489,0.04255665,0.00865246,0.0003367578,0.002873373,0.0001780349,0.01407192],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9892491,"threshold_uncertainty_score":0.05685687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266960155400104,"score_gpt":0.3114611157838242,"score_spread":0.2887915142298231,"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."}}