{"id":"W1523305171","doi":"10.1177/229255031101900105","title":"Liposuction Infiltration: The Quito Formula – a New Approach Based On An Old Concept","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liposuction; Lidocaine; Seroma; Infiltration (HVAC); Surgery; Anesthesia; Intravascular volume status; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000731863,0.0001353668,0.0003090449,0.0003978008,0.000142806,0.00004284026,0.00009505304,0.00009681505,0.0005054429],"category_scores_gemma":[0.002597274,0.00009452875,0.0002354027,0.0002055192,0.00008643611,0.0001619791,0.00000193793,0.0003207414,0.00001314822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196077,"about_ca_system_score_gemma":0.003933396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880242,"about_ca_topic_score_gemma":0.001289758,"domain_scores_codex":[0.9988273,0.00007489751,0.0004298166,0.0001274539,0.0002483437,0.0002922293],"domain_scores_gemma":[0.9969475,0.001392039,0.0002145187,0.0002457113,0.0002112617,0.0009889978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001116889,0.0003427863,0.4624685,0.000082408,0.0002911434,0.001353194,0.004767166,0.001107299,0.0001623044,0.0007845713,0.5046948,0.0228289],"study_design_scores_gemma":[0.003851601,0.002684643,0.8924345,0.001874812,0.001006396,0.002449378,0.003270315,0.01705085,0.001668726,0.0002663981,0.07234562,0.001096771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715129,0.0004096389,0.008238642,0.001409913,0.008508336,0.0002814236,0.00002266622,0.00004328505,0.009573265],"genre_scores_gemma":[0.9959561,0.00000327718,0.000228026,0.0009221685,0.002372884,0.000002063643,0.00001001497,0.00001951554,0.0004859376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4323492,"threshold_uncertainty_score":0.6977675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731395327629356,"score_gpt":0.2307298821408691,"score_spread":0.1734159288645755,"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."}}