{"id":"W4414072698","doi":"10.1155/dth/6693871","title":"Optimizing Laser Therapy: Efficacy and Safety of Picosecond 1,064 nm Nd:YAG Laser in Xanthelasma Palpebrarum Treatment","year":2025,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Health Commission of Hubei Province","keywords":"Picosecond; Laser; Adverse effect; Lesion; Laser treatment; Hyperpigmentation","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":[0.001091898,0.0001345661,0.0002845795,0.0003393704,0.0002041255,0.0002331634,0.000159943,0.0002506378,0.0009374043],"category_scores_gemma":[0.001356151,0.0000531761,0.0002432271,0.0002146602,0.0001802982,0.0002294461,0.000157108,0.0002288926,0.0001210829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715751,"about_ca_system_score_gemma":0.0002650589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368085,"about_ca_topic_score_gemma":0.000348132,"domain_scores_codex":[0.9993186,0.0003225249,0.00006431517,0.00005446387,0.0002001816,0.000039993],"domain_scores_gemma":[0.9996343,0.0001568544,0.000106475,0.00002838605,0.00004965282,0.00002420407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01324272,0.002617223,0.1229994,0.001128808,0.000307265,0.0009921634,0.0004137268,0.004200794,0.2436333,0.0003258626,0.0006583774,0.6094803],"study_design_scores_gemma":[0.0009522241,0.04373321,0.7189487,0.0002325054,0.0007365628,0.01011631,0.0003713588,0.009494887,0.2055711,0.0003320737,0.009457423,0.00005377799],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879158,0.008879653,0.001731267,0.00008548489,0.000008020563,0.00007024866,0.00002467992,0.00001765265,0.001267314],"genre_scores_gemma":[0.9981139,0.0008776853,0.0007150661,0.00003472234,0.00001614952,0.00002362208,0.00002729958,0.000003792195,0.0001877532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091898,"threshold_uncertainty_score":0.005774558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066013269485166,"score_gpt":0.3207538396857254,"score_spread":0.2900937069908737,"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."}}