{"id":"W4414428268","doi":"10.1177/12034754251368849","title":"A Canadian Consensus on Androgenetic Alopecia: Approach and Management","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute; Memorial University of Newfoundland; Windsor Clinical Research; Canadian Heart Research Centre; University of Ottawa; Mediprobe Research (Canada); University of Toronto; Iron Ore Company (Canada); Hôpital Maisonneuve-Rosemont; University of Alberta; Nexus Clinical Research (Canada)","funders":"","keywords":"Psychological intervention; Shampoo; Lotion; Affect (linguistics); Hair loss; Randomized controlled trial; Intense pulsed light; Pharmacovigilance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003305133,0.0001239133,0.000492559,0.0007449263,0.0000687863,0.000009430836,0.0000303221,0.00006406187,0.00002895764],"category_scores_gemma":[0.0001969802,0.00008623764,0.00005978764,0.0002025045,0.0001221363,0.00001065733,0.000008778829,0.000168589,0.000001325828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004842564,"about_ca_system_score_gemma":0.0002936136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007940321,"about_ca_topic_score_gemma":0.0007486093,"domain_scores_codex":[0.9990217,0.00003513988,0.0003871176,0.0001276431,0.0002133193,0.0002150632],"domain_scores_gemma":[0.9990144,0.0002813012,0.00008417545,0.0001041331,0.00008378582,0.0004321916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002326855,0.0003307043,0.1781279,0.001997591,0.001308152,0.03253931,0.001092893,0.00002364163,0.0001469314,0.002130232,0.5654536,0.2145222],"study_design_scores_gemma":[0.008908915,0.002554928,0.05876178,0.005738182,0.00222077,0.07638802,0.01077732,0.0005207525,0.00008667228,0.001899997,0.8315102,0.0006324975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775121,0.01088533,0.00004852923,0.02605275,0.0003230015,0.0002377202,0.000002083103,0.000009024647,0.0849295],"genre_scores_gemma":[0.9856746,0.005240458,0.0002045069,0.007563428,0.0001344859,0.00000159573,0.000003012414,0.000008966773,0.00116891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660566,"threshold_uncertainty_score":0.3516669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490173534417851,"score_gpt":0.2485251452327008,"score_spread":0.2336234098885223,"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."}}