{"id":"W4410133096","doi":"10.5826/dpc.1502a4793","title":"Biologic and Non-Biologic Therapies for Scalp Psoriasis: A Network Meta-analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"review","venue":"Dermatology Practical & Conceptual","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"McMaster University","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Scalp; Psoriasis; Dermatology; MEDLINE; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.03361825,0.003467573,0.01615923,0.007448937,0.0005474252,0.003198536,0.002602719,0.002394293,0.004899785],"category_scores_gemma":[0.06242482,0.001577475,0.0453264,0.006442291,0.0007408921,0.002355538,0.001774652,0.00251213,0.0003231727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222707,"about_ca_system_score_gemma":0.002264855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786062,"about_ca_topic_score_gemma":0.005705866,"domain_scores_codex":[0.9622904,0.02853642,0.004051724,0.00253583,0.002045572,0.0005400351],"domain_scores_gemma":[0.9412122,0.04959774,0.005569773,0.001672494,0.001506732,0.0004410781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005048885,0.00003083456,0.004819235,0.07008738,0.9120197,0.00007403276,0.00003251385,0.001542418,0.0001116645,0.0001597557,0.0004623973,0.005611217],"study_design_scores_gemma":[0.001870607,0.0002440879,0.002358556,0.004302374,0.9891895,0.0000455266,0.00001937246,0.0009218121,0.00006212509,0.0003487443,0.0006206924,0.00001661028],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01936816,0.9720171,0.00445707,0.0007444703,0.0004468716,0.0009113676,0.001259991,0.0001036073,0.0006912951],"genre_scores_gemma":[0.5753495,0.4020834,0.01299818,0.001514717,0.000626667,0.004216721,0.002295484,0.0001317509,0.0007835411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03361825,"threshold_uncertainty_score":0.1777924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759431647283697,"score_gpt":0.4018495761515475,"score_spread":0.2259064114231777,"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."}}