{"id":"W4387460884","doi":"10.1097/gox.0000000000005329","title":"Cocaine Nose Correction: A Nonsurgical Approach Using a Novel Hyaluronic Acid Filler","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Food and Drug Administration","keywords":"Medicine; Disfigurement; Nose; Filler (materials); Rhinoplasty; Hyaluronic acid; Surgery; Intervention (counseling); Dentistry; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009726854,0.0004519067,0.001274284,0.0002480474,0.0004239705,0.000119459,0.0002217316,0.0001917568,0.0004633758],"category_scores_gemma":[0.002757154,0.0003932393,0.0003803788,0.00217188,0.0004461158,0.0003474918,0.0005347619,0.0003709305,0.0003582665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006334,"about_ca_system_score_gemma":0.0006909827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001636398,"about_ca_topic_score_gemma":0.00001813001,"domain_scores_codex":[0.9969794,0.0001558626,0.0007063666,0.0008459949,0.0004796766,0.0008326666],"domain_scores_gemma":[0.9962386,0.0024987,0.0002532146,0.0003534534,0.0002880265,0.0003679873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008502273,0.002186686,0.8404598,0.0004509969,0.003842822,0.001249895,0.0003501725,0.001815877,0.002507282,0.002226853,0.06104406,0.07536334],"study_design_scores_gemma":[0.01907942,0.00157451,0.7272456,0.005442593,0.003057604,0.03701138,0.01203624,0.1078254,0.00264627,0.002461878,0.07484489,0.006774212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600151,0.000290992,0.004978544,0.0002701357,0.007778552,0.001195059,0.0003823557,0.000370106,0.02471921],"genre_scores_gemma":[0.9951135,0.00008013388,0.002948366,0.000188444,0.0004227207,0.0001233974,0.0001962091,0.00004722624,0.0008800212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132141,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370208329690386,"score_gpt":0.3167051935035448,"score_spread":0.2430031102066409,"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."}}