{"id":"W4394918929","doi":"10.1111/srt.13697","title":"Treatment of horizontal neck wrinkles by Endolift laser: Biometric measurement","year":2024,"lang":"en","type":"article","venue":"Skin Research and Technology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Wrinkle; Medicine; Dermis; Laser; Ultrasound; Laser treatment; Ultrasonography; Topical anesthesia; Biometrics; Intense pulsed light; Surgery; Dermatology; Anatomy; Radiology; Optics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824961,0.0001422145,0.0003303145,0.00215405,0.000102085,0.00003310685,0.0001132138,0.0002118891,0.00008977525],"category_scores_gemma":[0.0001296439,0.00008689473,0.00005735088,0.002274009,0.0006780251,0.00003216227,0.000111469,0.0002524937,0.00006644684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193546,"about_ca_system_score_gemma":0.0002065049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735743,"about_ca_topic_score_gemma":0.00001396772,"domain_scores_codex":[0.9980757,0.00004866228,0.0002061592,0.0003882569,0.0007300038,0.0005512499],"domain_scores_gemma":[0.9991491,0.0001056581,0.00001629064,0.0003083093,0.0002594139,0.0001612475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000245344,0.002516425,0.02819324,0.0004568059,0.0008142603,0.00214125,0.00008518239,1.317897e-8,0.03970136,0.007277122,0.01621746,0.9023516],"study_design_scores_gemma":[0.004865494,0.02760889,0.003838629,0.0002730154,0.00008187709,0.001475653,0.0008742617,0.00009800221,0.4777708,0.005295872,0.4775937,0.0002237555],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349502,0.05177722,0.00001245948,0.007103399,0.0000675713,0.0007590976,0.00005124156,0.000166251,0.005112586],"genre_scores_gemma":[0.9910052,0.007170394,0.0001895616,0.000003237901,0.00003144428,0.0001382868,0.00002126485,0.00001649738,0.001424154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9021278,"threshold_uncertainty_score":0.3543464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610517148139821,"score_gpt":0.3850902182104048,"score_spread":0.3089850467290066,"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."}}