{"id":"W120329455","doi":"10.4172/plastic-surgery.1000620","title":"Liposuction sepsis - be alert","year":2009,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Liposuction; Medicine; Sepsis; Intensive care medicine; Edema; Surgery; General surgery; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003283281,0.0008113621,0.000538466,0.0008120253,0.0009704747,0.0009181175,0.0004263991,0.004602351,0.003504897],"category_scores_gemma":[0.005159009,0.000247006,0.0003585421,0.0002616724,0.0006354818,0.00139962,0.0006642618,0.003597258,0.001316405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000428945,"about_ca_system_score_gemma":0.0005287114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005094794,"about_ca_topic_score_gemma":0.0006522842,"domain_scores_codex":[0.9997019,0.00008232345,0.00003778291,0.00002301009,0.00007740575,0.00007751575],"domain_scores_gemma":[0.9990753,0.0002739507,0.0001302202,0.00003963078,0.0001626035,0.0003183189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003062635,0.0001372022,0.03860248,0.0002035731,0.00002101213,0.8843249,0.0007440862,0.0003202252,0.006257838,0.001424479,0.03072753,0.0369304],"study_design_scores_gemma":[0.00006851897,0.0004881637,0.0249271,0.0006064114,0.00003500137,0.9296789,0.002252158,0.001579562,0.003505384,0.004231241,0.0325492,0.00007830211],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6424772,0.01693553,0.01801095,0.2049594,0.01461812,0.0005640975,0.0001856608,0.00145286,0.1007962],"genre_scores_gemma":[0.9488464,0.006491835,0.005517954,0.02173853,0.006504967,0.00008726554,0.00007668441,0.00006648563,0.01066988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004602351,"threshold_uncertainty_score":0.01172507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992708616593538,"score_gpt":0.2535419994367114,"score_spread":0.223614913270776,"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."}}