{"id":"W4246413272","doi":"10.1001/archfaci.2010.77","title":"In reply","year":2010,"lang":"en","type":"article","venue":"Archives of Facial Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Queen (butterfly); Otorhinolaryngology; Surgery; Library science; General surgery; Family medicine","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":[0.0002161481,0.00009533473,0.0003419707,0.0005039689,0.00002045437,0.000004676916,0.00004893526,0.00005224405,0.0002686499],"category_scores_gemma":[0.004765354,0.00008784288,0.0001521378,0.0001872763,0.0001667464,0.00006517684,0.00002316623,0.0002437155,0.0000160947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004519949,"about_ca_system_score_gemma":0.0001538095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007010173,"about_ca_topic_score_gemma":0.00004062921,"domain_scores_codex":[0.9990702,0.00002683693,0.0003797972,0.0001604113,0.00018118,0.000181575],"domain_scores_gemma":[0.996045,0.003583696,0.00007574799,0.000175505,0.00002366457,0.0000964131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008315647,0.0004086987,0.5610067,0.00006870892,0.00003158362,0.0002145994,0.0004336574,0.000001949611,0.3105644,0.003089359,0.01100489,0.112344],"study_design_scores_gemma":[0.000474706,0.00007256785,0.7121292,0.0001748322,0.00001323908,0.00004832016,0.00004409306,0.0003104253,0.05356076,0.002735144,0.2302155,0.0002211521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831966,0.00001075542,0.0003111242,0.001230283,0.001063806,0.0001036443,0.000009919959,0.00006207088,0.01401184],"genre_scores_gemma":[0.9982067,0.00002467548,0.0007584718,0.0006715707,0.00005011072,0.00001009769,0.00001228492,0.00001079974,0.0002552483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570036,"threshold_uncertainty_score":0.5704917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635318321137911,"score_gpt":0.2723435865456583,"score_spread":0.2559904033342792,"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."}}