{"id":"W3209847029","doi":"10.1111/jocd.14525","title":"Microneedling for Hair Loss","year":2021,"lang":"en","type":"review","venue":"Journal of Cosmetic Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Minoxidil; Dermatology; Hair loss; Randomized controlled trial; Clinical trial; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604772,0.0003480237,0.0009227114,0.00161665,0.0002034702,0.0005153893,0.000345556,0.000335826,0.006957174],"category_scores_gemma":[0.004577167,0.0001077974,0.001871705,0.0009165682,0.0003642685,0.0004821973,0.0003723811,0.0006529354,0.000676516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006440249,"about_ca_system_score_gemma":0.000859332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007463593,"about_ca_topic_score_gemma":0.001796206,"domain_scores_codex":[0.998555,0.0005150255,0.0001613517,0.0001339598,0.0005663927,0.00006827265],"domain_scores_gemma":[0.996112,0.002390534,0.001045626,0.00008613514,0.0002933949,0.00007225385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002139671,0.0004965563,0.007941115,0.057923,0.003597871,0.0003726578,0.0001016542,0.0005680735,0.007916759,0.001555079,0.006976707,0.9104108],"study_design_scores_gemma":[0.004416219,0.03439074,0.3320668,0.1049565,0.02627284,0.02072656,0.0009430377,0.004021129,0.03715818,0.022895,0.4118843,0.0002686322],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02963137,0.9607776,0.002616238,0.00209755,0.0004102518,0.000210119,0.0003649356,0.00007885568,0.003813029],"genre_scores_gemma":[0.3895968,0.5979653,0.005519289,0.002533065,0.001099787,0.0002331376,0.0004140325,0.00003108528,0.002607461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006957174,"threshold_uncertainty_score":0.02327406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116468804627139,"score_gpt":0.3908866201890221,"score_spread":0.3397219321427508,"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."}}