{"id":"W4381194306","doi":"10.1089/photob.2022.0148","title":"Effectiveness of Light-Emitting Diode Epilation on Different Skin Types: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Photobiomodulation Photomedicine and Laser Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Immunohistochemistry; Medicine; Hair follicle; Pathology; Involution (esoterism); Intense pulsed light; Sunburn; Apoptosis; Dermis; Dermatology; Chemistry; Biology; 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":[0.0004370616,0.0003727656,0.0003321531,0.0003017701,0.0002640966,0.0001894708,0.0001898991,0.0003093512,0.003691857],"category_scores_gemma":[0.0003872673,0.000109182,0.0005240524,0.0001128962,0.0002309593,0.0003143759,0.0002630564,0.0003276649,0.0003340948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008455788,"about_ca_system_score_gemma":0.0001169813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001090422,"about_ca_topic_score_gemma":0.0002068285,"domain_scores_codex":[0.99968,0.0000833599,0.00001814181,0.00006847601,0.0001017229,0.00004828897],"domain_scores_gemma":[0.9997153,0.00009105531,0.00004551265,0.00004552589,0.00005948709,0.00004314623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01222139,0.01415789,0.01419606,0.0007057797,0.0001584889,0.001139772,0.0003959334,0.0003329891,0.8981392,0.0001096786,0.0002023528,0.05824051],"study_design_scores_gemma":[0.0008308007,0.4579229,0.1924464,0.0001058005,0.0005865225,0.00738976,0.001595908,0.001330747,0.3312995,0.0002033219,0.006242246,0.00004611637],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981998,0.0004897041,0.0005254511,0.000008869898,0.00001480263,0.0001480256,0.00003252727,0.000007721323,0.0005730405],"genre_scores_gemma":[0.9975761,0.0005052281,0.0007314004,0.00003646968,0.00002543625,0.00008946341,0.00008075165,0.000004812426,0.0009504359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003691857,"threshold_uncertainty_score":0.0123505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512732456751756,"score_gpt":0.3271043209582979,"score_spread":0.2819769963907804,"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."}}