{"id":"W4413575199","doi":"10.1007/s00266-025-05131-0","title":"Lines of Time: The Evolution of Glabellar Wrinkles over a Century","year":2025,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Plastic surgery; Head and neck surgery; Wrinkle; Anatomy; Orthodontics; Surgery; Gerontology","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":[0.0002205885,0.00009400846,0.0003364255,0.0001754335,0.00004110037,0.000003930925,0.00006871879,0.00006953032,0.00009947028],"category_scores_gemma":[0.00049265,0.00005067566,0.0001306098,0.0003312823,0.000244375,0.00001645755,0.00004487588,0.0000816464,0.00002207804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000421723,"about_ca_system_score_gemma":0.0002847532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007560469,"about_ca_topic_score_gemma":0.000001423844,"domain_scores_codex":[0.9990801,0.00006682014,0.0003056492,0.0001249466,0.0002498706,0.0001726107],"domain_scores_gemma":[0.9980268,0.001485456,0.00008877523,0.0002551535,0.0001067856,0.00003706016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008824091,0.001898389,0.9022871,0.0007401912,0.0004884465,0.000207234,0.0001765937,0.00006687932,0.008049155,0.004579044,0.03973283,0.04089176],"study_design_scores_gemma":[0.002398112,0.0002953961,0.9552129,0.002187982,0.0006418963,0.0004561979,0.000473484,0.002604014,0.006573894,0.001197339,0.02771657,0.0002422149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943355,0.002822421,0.00007309149,0.0007180664,0.0002941502,0.0001589711,0.000008133463,0.00001801825,0.001571674],"genre_scores_gemma":[0.9985613,0.0004027886,0.00002764406,0.00003486831,0.00001165731,0.000008950201,0.000008108389,0.000006216192,0.000938415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05292584,"threshold_uncertainty_score":0.2066493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094451416490833,"score_gpt":0.2670674119522217,"score_spread":0.2561228977873133,"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."}}