{"id":"W4413772800","doi":"10.62347/detb5846","title":"A comparative study of the efficacy of an ultra-picosecond laser versus an ultra-pulsed CO2 laser in the treatment of xanthelasma palpebrarum","year":2025,"lang":"en","type":"article","venue":"American Journal of Translational Research","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Picosecond; Laser; Medicine; Materials science; Pulsed laser; Dermatology; Optics; Physics","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":[0.001227844,0.0003288547,0.0008779087,0.0004826649,0.0002203238,0.0003067141,0.0004206063,0.0005116292,0.002699072],"category_scores_gemma":[0.001149351,0.0002119949,0.0006080579,0.0003292384,0.0004616074,0.000523905,0.0002088544,0.0005365931,0.0002085339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489454,"about_ca_system_score_gemma":0.0003291891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003199433,"about_ca_topic_score_gemma":0.0005025027,"domain_scores_codex":[0.9993367,0.0003019923,0.00007054274,0.00009909621,0.0001334411,0.00005828644],"domain_scores_gemma":[0.9992368,0.0003532755,0.0001408398,0.00004928799,0.00005843161,0.0001613221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6061809,0.07717137,0.01296312,0.001918579,0.001756944,0.0004190977,0.0004181945,0.001017397,0.04746939,0.0003562012,0.0004398863,0.2498889],"study_design_scores_gemma":[0.05405574,0.8844922,0.05129821,0.00007241037,0.0009175001,0.0007120513,0.000179796,0.001242407,0.005757649,0.000101526,0.00113237,0.00003822022],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978234,0.00151459,0.000174736,0.00001990013,0.00002248073,0.0001323495,0.00002421083,0.000006289721,0.0002820622],"genre_scores_gemma":[0.9974733,0.0009715111,0.0007350548,0.00007585842,0.0001031847,0.0001976186,0.00007961944,0.000003465715,0.0003603622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002699072,"threshold_uncertainty_score":0.009029329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056970891456443,"score_gpt":0.4541286654884031,"score_spread":0.3484315763427589,"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."}}