{"id":"W4414870106","doi":"10.1111/jocd.70483","title":"Relative Efficacy of Conventional Monotherapies and Select Nonconventional, Over‐the‐Counter Products for Male Androgenetic Alopecia: A Network Meta‐Analysis Study","year":2025,"lang":"en","type":"review","venue":"Journal of Cosmetic Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Finasteride; Clinical efficacy; Melatonin; MEDLINE; Combination therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.01530044,0.003000354,0.01310658,0.003789751,0.0005474252,0.003247835,0.001788806,0.002069882,0.004919499],"category_scores_gemma":[0.03146452,0.001246699,0.03976049,0.003760157,0.000710629,0.001759789,0.001549793,0.002122629,0.0004117062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941339,"about_ca_system_score_gemma":0.001638834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816068,"about_ca_topic_score_gemma":0.00864665,"domain_scores_codex":[0.986136,0.009396341,0.002074425,0.00133335,0.0007884655,0.0002714343],"domain_scores_gemma":[0.9788067,0.01693824,0.002370172,0.0007216172,0.0008805277,0.0002827771],"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":[0.006179632,0.00003964809,0.002996132,0.06286132,0.9221871,0.00007898482,0.00004041266,0.0007719647,0.0002270381,0.0001055084,0.0002619526,0.004250165],"study_design_scores_gemma":[0.001495898,0.0002761376,0.002052958,0.002595661,0.9922317,0.00003828463,0.00002123339,0.0004349731,0.00008157454,0.0002072849,0.0005503066,0.00001407627],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04852186,0.9415408,0.004171532,0.0006639002,0.0005709532,0.001323197,0.001835485,0.0001155782,0.001256625],"genre_scores_gemma":[0.8258133,0.161581,0.006072886,0.001452276,0.0003130381,0.002438356,0.001336079,0.00007397022,0.0009191773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01530044,"threshold_uncertainty_score":0.08091742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577518504452636,"score_gpt":0.3717305721458759,"score_spread":0.3139787217006123,"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."}}