{"id":"W4411022782","doi":"10.1080/09546634.2025.2513054","title":"A network meta-analysis study of monotherapies for hidradenitis suppurativa: analyses of the current evidence base","year":2025,"lang":"en","type":"review","venue":"Journal of Dermatological Treatment","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); Women's College Hospital; University of Toronto","funders":"","keywords":"Hidradenitis suppurativa; Medicine; Dermatology; Base (topology); Meta-analysis; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00005262962,0.0007276439,0.01080767,0.0005454268,0.0001289453,0.0000265207,0.0004207796,0.000195385,0.0001371337],"category_scores_gemma":[0.0003742549,0.0002888592,0.01029814,0.001595891,0.0001480077,0.0001098923,0.00008066314,0.0003331346,0.000001182567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475126,"about_ca_system_score_gemma":0.0006861935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922211,"about_ca_topic_score_gemma":0.00001812168,"domain_scores_codex":[0.9942759,0.001401986,0.002889694,0.0003993018,0.0007186458,0.000314476],"domain_scores_gemma":[0.9920576,0.003266018,0.003297616,0.0007270514,0.0004981126,0.0001536255],"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":[0.0004313395,0.01085573,0.004714889,0.008498009,0.7999209,0.005514133,0.0005006596,0.0000291974,0.000001118613,0.00004235261,0.0004601113,0.1690316],"study_design_scores_gemma":[0.002166146,0.003554739,0.0002004243,0.004529437,0.9717485,0.00627352,0.000145222,0.000006628341,0.00004156499,0.0001165367,0.01100063,0.0002166377],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003078023,0.9946588,0.000181576,0.001252796,0.0001475502,0.003198136,0.000222805,0.00000777974,0.00002279682],"genre_scores_gemma":[0.1654124,0.8332428,0.0007063359,0.000004620926,0.00006484237,0.0003824511,0.00002402346,0.00001950324,0.0001431078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1718277,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5825344248372164,"score_gpt":0.5209130035748681,"score_spread":0.06162142126234826,"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."}}