{"id":"W4400057243","doi":"10.1111/jocd.16441","title":"Global research trends and hotspots in the application of platelet‐rich plasma to hair growth from 2006 to 2023: Bibliometric and visual analysis","year":2024,"lang":"en","type":"letter","venue":"Journal of Cosmetic Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hair loss; Alopecia areata; Platelet-rich plasma; Medicine; Dermatology; Hair growth; Hair transplantation; Internal medicine; Platelet; Physiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0008832681,0.0002518839,0.00122137,0.06159161,0.0000432665,0.00006840445,0.0003092401,0.0006640395,0.00003327218],"category_scores_gemma":[0.0005059874,0.0001765364,0.0001746925,0.07896431,0.000162561,0.00005862365,0.0001186128,0.001607201,0.00002089194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008348638,"about_ca_system_score_gemma":0.0001946374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005124902,"about_ca_topic_score_gemma":0.0002775069,"domain_scores_codex":[0.9968557,0.0004196937,0.0009548837,0.0003811961,0.0009284717,0.000460036],"domain_scores_gemma":[0.9978,0.001033722,0.0002586015,0.0002373822,0.0004346694,0.0002356558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004359304,0.000125456,0.1222519,0.0002961537,0.0009030416,0.001884874,0.0003250548,0.000007855926,0.00003232716,0.00003829535,0.8536977,0.02000139],"study_design_scores_gemma":[0.002737071,0.001572493,0.8063452,0.0002558331,0.002661768,0.005302375,0.0006360054,0.0005263877,0.00008273421,0.002170273,0.1773277,0.0003821626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6541813,0.002970282,0.0006000649,0.3411893,0.000123634,0.0002507591,0.00006857541,0.000005162603,0.0006108886],"genre_scores_gemma":[0.9403028,0.0003763523,0.0003615782,0.05844789,0.0003140881,0.00002691178,0.00005243374,0.00002135385,0.00009656473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6840932,"threshold_uncertainty_score":0.9490445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382965699538274,"score_gpt":0.3688305417721521,"score_spread":0.3450008847767694,"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."}}