{"id":"W2002388070","doi":"10.1007/s00238-007-0158-2","title":"Failed pneumoperitoneum post abdominoplasty","year":2007,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"NSCAD University","funders":"","keywords":"Abdominoplasty; Medicine; Pneumoperitoneum; Plastic surgery; Surgery; Complication; Abdominal wall; General surgery; Laparoscopy","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":[0.002774275,0.000174781,0.0004894962,0.000411637,0.0001069263,0.00002563479,0.0001239471,0.00002935576,0.000311086],"category_scores_gemma":[0.002918511,0.0001386821,0.000478249,0.0002926752,0.00009745765,0.000139944,0.00003675303,0.0003791028,0.0003073547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004872308,"about_ca_system_score_gemma":0.0001771051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001221368,"about_ca_topic_score_gemma":6.585964e-7,"domain_scores_codex":[0.9979108,0.0001923349,0.001023713,0.0001562218,0.0003851755,0.0003317514],"domain_scores_gemma":[0.9941272,0.0043032,0.000501168,0.0002229344,0.0004248189,0.0004207049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01046311,0.001795216,0.3949682,0.0002082529,0.000996712,0.02803645,0.0006418043,0.00008339228,0.4008066,0.0003464693,0.04724569,0.1144082],"study_design_scores_gemma":[0.000306736,0.000321251,0.9616767,0.0003505887,0.000180422,0.003378747,0.0002988584,0.00001480067,0.004322718,0.000006298385,0.02894606,0.0001968927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878598,0.0001929638,0.004056755,0.000342858,0.00190395,0.00005401508,0.000004512533,0.000029222,0.005555936],"genre_scores_gemma":[0.9979724,0.00003350274,0.0004081516,0.0003139015,0.000985558,3.762514e-7,0.000005864784,0.00003924418,0.0002409871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5667085,"threshold_uncertainty_score":0.5655291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123805053328523,"score_gpt":0.2447563418679499,"score_spread":0.2235182913346647,"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."}}