{"id":"W4244992163","doi":"10.1177/229255030201000204","title":"Fatal and serious complications associated with cosmetic suction lipectomy","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liposuction; Medicine; Food and drug administration; Surgery; Suction; Adverse effect; Intensive care medicine; General surgery; Medical emergency; Internal medicine","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":[0.0002319616,0.000099627,0.0003145986,0.0004185528,0.0001272637,0.00003663747,0.00003087095,0.00005769707,0.0001359262],"category_scores_gemma":[0.00165018,0.00008436768,0.00008565476,0.0002332629,0.0001174934,0.00008411094,0.000002256319,0.0002147655,0.000008385528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354325,"about_ca_system_score_gemma":0.0005301709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005167139,"about_ca_topic_score_gemma":0.001790265,"domain_scores_codex":[0.9991946,0.00004051455,0.0002801947,0.00009669682,0.000146738,0.0002413108],"domain_scores_gemma":[0.9974407,0.001394422,0.0001737403,0.00009451575,0.0002220272,0.0006746199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000364278,0.00004932037,0.9546812,0.00002619266,0.0002631308,0.001297451,0.0001692484,0.00003054746,0.00009654976,0.0000265283,0.04037242,0.002951014],"study_design_scores_gemma":[0.0005208431,0.0001087814,0.9917071,0.0005640195,0.0001821135,0.00162221,0.00007752817,0.0004590759,0.00001906168,0.000008499582,0.004598902,0.000131872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997514,0.0007217752,0.0001119682,0.0005961607,0.0005583178,0.00004655349,0.00001342493,0.00001221403,0.0004255596],"genre_scores_gemma":[0.9993501,0.00003084319,0.00002601928,0.0001107139,0.0002483985,0.000001587163,0.000007028631,0.00001570493,0.0002096161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03702592,"threshold_uncertainty_score":0.3440414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425940101156962,"score_gpt":0.2001642676524898,"score_spread":0.1759048666409202,"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."}}