{"id":"W4239696791","doi":"10.1177/229255030901700407","title":"Liposuction Sepsis – Be Alert","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Liposuction; Medicine; Intensive care medicine; Sepsis; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004936361,0.0001187009,0.0004097151,0.0007223505,0.00008939252,0.00003248172,0.00005032872,0.00009447605,0.000344889],"category_scores_gemma":[0.002287268,0.0001060318,0.0003473195,0.0002310991,0.00004725283,0.0001156763,0.000001436105,0.0002625934,0.0000176179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645588,"about_ca_system_score_gemma":0.002337866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005282033,"about_ca_topic_score_gemma":0.0006531973,"domain_scores_codex":[0.998869,0.00003742442,0.0004384232,0.0001012004,0.0002148288,0.0003391012],"domain_scores_gemma":[0.997528,0.000912127,0.0001729658,0.000131203,0.0002220136,0.001033735],"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":[0.0001870046,0.00004619243,0.3030805,0.00002795272,0.0001750513,0.00353511,0.0001787433,0.00004608869,0.0004729675,0.00005714732,0.670315,0.02187821],"study_design_scores_gemma":[0.000545317,0.0003219335,0.8406931,0.0008110284,0.0002752475,0.001764293,0.0001543729,0.00009026394,0.0003778873,0.00008085696,0.1546137,0.0002720252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897268,0.0008997815,0.0001517329,0.003241583,0.004351569,0.00003401264,0.000005778212,0.00001473706,0.00157396],"genre_scores_gemma":[0.9963461,0.00003921128,0.00005947781,0.001028165,0.001906862,3.459247e-7,0.000004433086,0.00001250369,0.0006028695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5376126,"threshold_uncertainty_score":0.4323849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253687097418772,"score_gpt":0.2315351958231949,"score_spread":0.2061664860813177,"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."}}