{"id":"W4315606687","doi":"10.37766/inplasy2023.1.0031","title":"Effectiveness of Multimodality Therapy using Minoxidil and Microneedling for the Treatment of Alopecia: A Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Memorial University of Newfoundland","funders":"","keywords":"Minoxidil; Medicine; Dermatology; Hair loss; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005252504,0.001746744,0.01416153,0.003742896,0.0005086964,0.00221609,0.001681278,0.00178568,0.005014839],"category_scores_gemma":[0.01350646,0.000813298,0.01782677,0.004285739,0.0004510036,0.001343666,0.001016381,0.00137818,0.000283625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199901,"about_ca_system_score_gemma":0.003127415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005196655,"about_ca_topic_score_gemma":0.01431222,"domain_scores_codex":[0.9972248,0.001189856,0.0007807038,0.0002825681,0.0003958498,0.0001262598],"domain_scores_gemma":[0.9917263,0.006095286,0.001279037,0.0001330036,0.0006223509,0.000144087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002256617,0.00004544865,0.001135038,0.7792308,0.1902753,0.0001076238,0.00006572971,0.0002256945,0.0002748204,0.0001152424,0.0007991186,0.02546868],"study_design_scores_gemma":[0.001473204,0.000606976,0.004612384,0.103264,0.8839602,0.0001965947,0.00008939296,0.000194767,0.0002186844,0.0002089939,0.005141493,0.00003310632],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002082348,0.9971214,0.0001191475,0.00009792087,0.00007662427,0.0001434499,0.0001822813,0.000009033234,0.0001677396],"genre_scores_gemma":[0.05332952,0.9442763,0.0007372192,0.0004776832,0.0001509865,0.000442946,0.0003381862,0.00001040327,0.000236788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01416153,"threshold_uncertainty_score":0.02777827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649121085894909,"score_gpt":0.4389431247023123,"score_spread":0.1740310161128215,"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."}}