{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471281,0.0002961056,0.0001782128,0.00146599,0.0003669623,0.000974846,0.0003446612,0.0002604076,0.006595706],"category_scores_gemma":[0.0006923008,0.0001403664,0.000378893,0.003238371,0.0001386085,0.0007032221,0.0008037956,0.0004427354,0.002889769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037019,"about_ca_system_score_gemma":0.00095851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2348958,"about_ca_topic_score_gemma":0.3824045,"domain_scores_codex":[0.999799,0.00001141424,0.00002276436,0.00004250721,0.00006014084,0.00006413606],"domain_scores_gemma":[0.9990012,0.00006115693,0.0003895203,0.00002968039,0.000343192,0.0001752193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001365469,0.00006496438,0.8814159,0.0002217274,0.00007147036,0.0002683623,0.000599954,0.0003823189,0.0004258224,0.0002856495,0.09298956,0.02313773],"study_design_scores_gemma":[0.00001077577,0.0000377038,0.9632727,0.0001028654,0.00002932116,0.000432658,0.003747011,0.0008702666,0.0003831438,0.00005330533,0.03104115,0.00001910599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7377053,0.0006145905,0.0002251321,0.0008474435,0.00003948191,0.00004320241,0.2486164,0.0001690212,0.01173945],"genre_scores_gemma":[0.7944989,0.00137972,0.0007791556,0.0005563105,0.00006244054,0.0001982796,0.1886344,0.0001191193,0.01377165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348958,"threshold_uncertainty_score":0.4670571,"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."}}