{"id":"W7116882312","doi":"10.3390/medsci14010005","title":"Promises and Pitfalls of Regenerative Therapies for Androgenetic Alopecia: Platelet-Rich Plasma, Photobiomodulation, Stem Cells, and Exosomes","year":2025,"lang":"en","type":"article","venue":"Medical Sciences","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":"Microvesicles; Stem cell; Exosome; Standardization; Regenerative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003536965,0.0000897186,0.0002229911,0.00009464418,0.0001512821,0.00002112973,0.00007726422,0.00007344638,0.00003810626],"category_scores_gemma":[0.0001228575,0.00005805559,0.00002192113,0.0002701811,0.0008078291,0.00005408338,0.0000313421,0.00004333618,4.943711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006424822,"about_ca_system_score_gemma":0.0002362851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000213444,"about_ca_topic_score_gemma":0.00007763973,"domain_scores_codex":[0.9990609,0.00002907488,0.0001976956,0.0002471256,0.0003005737,0.0001646381],"domain_scores_gemma":[0.9994979,0.0002193305,0.00004323293,0.00006275516,0.00004983954,0.0001269512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006218441,0.0007964654,0.4763744,0.001903047,0.0004398862,0.00002560095,0.009822438,0.00003160191,0.06565078,0.01711125,0.008264133,0.4189585],"study_design_scores_gemma":[0.01236127,0.003190164,0.1309848,0.0009548372,0.0002091061,0.00005811832,0.008532664,0.009274477,0.8035092,0.005948353,0.02439382,0.0005832387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913543,0.004584379,0.0003286884,0.002579309,0.0001061775,0.0004581206,0.000007522912,0.00001354843,0.0005679384],"genre_scores_gemma":[0.998015,0.0005244545,0.0006727418,0.0002680882,0.0000270754,0.00003233469,0.000002070339,0.000002943542,0.000455326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7378584,"threshold_uncertainty_score":0.297648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159978842178939,"score_gpt":0.2872158991141218,"score_spread":0.2656161106923324,"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."}}