{"id":"W2039601575","doi":"10.1007/s00266-010-9569-8","title":"A Comparison of Primary and Secondary Rhytidectomy Results","year":2010,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Rhytidectomy; Medicine; Surgery; Otorhinolaryngology; Plastic surgery; Hematoma","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":[0.0005439915,0.0001311507,0.0005777877,0.0002645634,0.00004017704,0.0000101092,0.00003781109,0.0001246252,0.00008127138],"category_scores_gemma":[0.001771155,0.0001144041,0.0001035033,0.0001780419,0.0002062834,0.00005369468,0.00002834022,0.0003171567,0.00001246631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001415465,"about_ca_system_score_gemma":0.0002732258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000193765,"about_ca_topic_score_gemma":0.00001027526,"domain_scores_codex":[0.9987677,0.00003422372,0.0005442539,0.0002123074,0.0002581205,0.0001833429],"domain_scores_gemma":[0.997565,0.001774267,0.0001635856,0.0002390291,0.0001048373,0.0001532312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001450322,0.0007801576,0.3178202,0.0002412094,0.00004821341,0.0001755557,0.0004910821,8.495687e-7,0.04713554,0.00157359,0.09360146,0.5366818],"study_design_scores_gemma":[0.001725455,0.0003048747,0.6333449,0.0004913029,0.00008387965,0.001012224,0.00008356924,0.0007412011,0.03092493,0.0003146751,0.3305273,0.0004457104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899338,0.0001138667,0.0001475944,0.001037668,0.0005734021,0.0001250583,0.00001717183,0.000113585,0.007937859],"genre_scores_gemma":[0.9987679,0.00003570559,0.0006072733,0.0003621929,0.00001679725,0.00001080709,0.00004215161,0.00001659336,0.0001405933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362361,"threshold_uncertainty_score":0.4665265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784788387877153,"score_gpt":0.2960423065764027,"score_spread":0.2681944226976312,"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."}}