{"id":"W4385691149","doi":"10.1080/09546634.2023.2245084","title":"Systematic review of mesotherapy: a novel avenue for the treatment of hair loss","year":2023,"lang":"en","type":"review","venue":"Journal of Dermatological Treatment","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Minoxidil; Hair loss; Dermatology; Adverse effect; Hair growth; Clinical trial; Dutasteride; Surgery; Pharmacology; Internal medicine; Physiology","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":[0.0003307318,0.0004630914,0.00673221,0.0001702904,0.00004363792,0.000006974808,0.0002177574,0.0002222265,0.00002347368],"category_scores_gemma":[0.0003209566,0.0001761428,0.003476111,0.0003057954,0.0001155988,0.00002155431,0.00001119294,0.000109029,0.00001060353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953852,"about_ca_system_score_gemma":0.0004764468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004653806,"about_ca_topic_score_gemma":0.000001350134,"domain_scores_codex":[0.9964926,0.0001630074,0.002508532,0.0001829925,0.0004040918,0.0002488385],"domain_scores_gemma":[0.9950258,0.00158779,0.002541254,0.0004553647,0.0002331796,0.0001565925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009347262,0.002192791,0.00002070703,0.9590363,0.006486698,0.000224366,0.0001205944,5.062341e-7,2.742735e-7,0.0001058905,0.000269742,0.03144869],"study_design_scores_gemma":[0.003516596,0.004595004,0.000007866013,0.7208501,0.0273468,0.003310808,0.00007826861,0.000005706404,0.00001120542,0.00005380818,0.2400621,0.0001617645],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002504938,0.9939218,0.0001653286,0.0005713115,0.0001365148,0.004978072,0.0001490695,0.00001175744,0.00004107473],"genre_scores_gemma":[0.00004605505,0.9986417,0.0003223901,0.0001182379,0.00007620189,0.0005437959,0.00002766453,0.0000402309,0.0001836712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2397923,"threshold_uncertainty_score":0.7182897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333436660738517,"score_gpt":0.4110685831032732,"score_spread":0.2777249170294215,"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."}}