{"id":"W4401670632","doi":"10.56183/iberojhr.v4i2.652","title":"Impact of dual wavelength laser therapies in the treatment of hypertrophic scars and keloids: a systematic review","year":2024,"lang":"en","type":"review","venue":"Ibero-American Journal of Health Science Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypertrophic scars; Scars; Laser; Dermis; Dermatology; Keloid; Vascularity; Hypertrophic scar; Erythema; Surgery; Pathology; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003123455,0.0009520924,0.004700072,0.005756821,0.0004528763,0.001831702,0.001146924,0.001374056,0.00389216],"category_scores_gemma":[0.01233318,0.0005120199,0.005171289,0.006343047,0.0005214737,0.001481292,0.0008601025,0.0007088194,0.0002951912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348812,"about_ca_system_score_gemma":0.005622131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508805,"about_ca_topic_score_gemma":0.01164557,"domain_scores_codex":[0.997579,0.000689639,0.0009364226,0.00018869,0.0005286828,0.00007760162],"domain_scores_gemma":[0.9911396,0.006358937,0.001531469,0.000101382,0.0007592154,0.0001093911],"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":[0.000181687,0.0000189525,0.000379831,0.9433334,0.004821858,0.00009570105,0.00009900559,0.00006948794,0.0002204251,0.000155329,0.001230422,0.04939376],"study_design_scores_gemma":[0.000257154,0.0003671465,0.004119772,0.873876,0.08185618,0.0008815612,0.0002699074,0.0001000024,0.0002963057,0.0003168679,0.03761914,0.00004009703],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005567059,0.9987921,0.00006224606,0.00009288533,0.00005427749,0.00008905697,0.0001473314,0.000003497164,0.0002020052],"genre_scores_gemma":[0.005457749,0.9936667,0.0002584621,0.0002407072,0.000044317,0.0001383683,0.0001062251,0.000002404571,0.00008508753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005756821,"threshold_uncertainty_score":0.01651865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880587006694008,"score_gpt":0.5437622028796192,"score_spread":0.3557035022102184,"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."}}