{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611402,0.0001354532,0.0003448654,0.0002118357,0.00006810347,0.00001904492,0.00002732585,0.00009084037,0.0002839528],"category_scores_gemma":[0.00270222,0.0001211353,0.0001933006,0.0002102665,0.00002896251,0.00007522434,0.000007089098,0.0001446996,0.0001143704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004381159,"about_ca_system_score_gemma":0.0001068723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581399,"about_ca_topic_score_gemma":0.000001385589,"domain_scores_codex":[0.998945,0.00002850745,0.0002598818,0.0002219181,0.0002510091,0.0002936584],"domain_scores_gemma":[0.9959164,0.00357553,0.00005539941,0.0002195282,0.00005932127,0.0001738313],"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":[0.0005929025,0.0004153362,0.2043474,0.00007564072,0.0001315935,0.0005204944,0.00013603,0.0000211285,0.004158838,0.000109365,0.7286924,0.06079896],"study_design_scores_gemma":[0.0006179739,0.0002068262,0.8386725,0.0004905169,0.0002312841,0.0002201251,0.00006320922,0.0009836683,0.003025875,0.00006812564,0.1549527,0.0004672098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887305,0.000281654,0.0002742826,0.00226635,0.004306143,0.00005568984,0.000003204941,0.000271644,0.00381057],"genre_scores_gemma":[0.9963962,0.00006131847,0.00007791231,0.0007108186,0.00151186,0.00000492052,0.00002681065,0.0000146156,0.001195562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6343251,"threshold_uncertainty_score":0.4939752,"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."}}