{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02380858,0.001398604,0.001787418,0.007420044,0.004726348,0.003317669,0.006078692,0.007314786,0.00818516],"category_scores_gemma":[0.03544676,0.000794938,0.003244549,0.005431802,0.002770871,0.002556427,0.004598949,0.007715076,0.003246085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03052713,"about_ca_system_score_gemma":0.1331696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4336487,"about_ca_topic_score_gemma":0.5058712,"domain_scores_codex":[0.9768835,0.004930212,0.004876379,0.000923306,0.01058819,0.001798434],"domain_scores_gemma":[0.932193,0.003848006,0.00210934,0.0008194231,0.05544771,0.005582523],"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":[0.00006836253,0.00008247998,0.001730894,0.005027896,0.00008335186,0.0006200443,0.00146552,0.0006273002,0.0008031874,0.00625339,0.725678,0.2575596],"study_design_scores_gemma":[0.00008008489,0.00005496097,0.004914422,0.01522606,0.0001133161,0.001308368,0.001575214,0.0003065015,0.0002814945,0.003266895,0.9727755,0.00009719333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004124051,0.2710787,0.02009794,0.5581087,0.03282491,0.00298236,0.003126107,0.0004271922,0.1072299],"genre_scores_gemma":[0.1008866,0.4628391,0.1757502,0.1651548,0.009572877,0.004436737,0.01295432,0.0004806599,0.06792469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5663513,"threshold_uncertainty_score":0.8622492,"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."}}