{"id":"W7085869441","doi":"10.5281/zenodo.17297741","title":"Facial Plastic Surgery Demand on the West Coast: Rhinoplasty & Facelift Trends Across 8 Major Cities (2023–2025)","year":2025,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhinoplasty; Chart; Observational study; Facial reconstruction; Rejuvenation; Closing (real estate)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001364086,0.0004202238,0.0004500949,0.0003733482,0.00232642,0.0007542996,0.001230378,0.000384513,0.008894861],"category_scores_gemma":[0.004204336,0.0003473721,0.0003061744,0.0005868861,0.0002580942,0.00001094088,0.002138812,0.0005777211,0.001849292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374435,"about_ca_system_score_gemma":0.00007291549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006087016,"about_ca_topic_score_gemma":0.00002183034,"domain_scores_codex":[0.996466,0.0005750877,0.000528565,0.0008859239,0.000935894,0.0006085212],"domain_scores_gemma":[0.9975785,0.0001817925,0.0003425489,0.0009044841,0.0008057249,0.0001869579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523532,0.00007469421,0.0000254209,0.00009152767,0.0003240693,0.00002531619,0.000106646,0.0000852188,0.01225899,0.00001662557,0.9700699,0.01676921],"study_design_scores_gemma":[0.0002314313,0.0001103466,0.000656094,0.0001371073,0.00007793565,0.00006763484,0.0002344354,0.00004053907,0.002766008,0.00000362706,0.9953313,0.0003434931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2047762,0.002179837,0.002456702,0.002677302,0.005198794,0.001425531,0.03722668,0.001136782,0.7429222],"genre_scores_gemma":[0.6700242,0.004711646,0.00002519794,0.0004793159,0.001582416,0.000001050537,0.06682509,0.002222942,0.2541282],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.488794,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779843229645654,"score_gpt":0.2787800047531141,"score_spread":0.2409815724566576,"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."}}