{"id":"W2071787231","doi":"10.1007/s004640000234","title":"Septic complications of elective laparoscopic colorectal resection","year":2001,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Wellesley Institute; University of Toronto","funders":"","keywords":"Medicine; Surgery; Abdominal surgery; Colorectal surgery; Urinary system; Pneumonia; Anastomosis; Sepsis; Laparoscopy; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009708813,0.0001659614,0.0004410851,0.0001246372,0.00008040628,0.000008528496,0.00007825999,0.0001073488,0.001212222],"category_scores_gemma":[0.00009094209,0.000140487,0.0001717647,0.0007147523,0.0001702723,0.00006354388,0.00003931628,0.0002125328,0.0001237483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502319,"about_ca_system_score_gemma":0.0001117411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310269,"about_ca_topic_score_gemma":0.00003952021,"domain_scores_codex":[0.9986313,0.00007805852,0.0003185638,0.0003336895,0.0003336444,0.0003047379],"domain_scores_gemma":[0.9990159,0.0002722479,0.00009425237,0.0002486408,0.0001682758,0.0002006584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02027716,0.002985098,0.9440928,0.000161401,0.0006453814,0.0007411926,0.0003366304,0.00004536549,0.01952877,0.005684871,0.0007046807,0.004796639],"study_design_scores_gemma":[0.03764777,0.007067293,0.7957092,0.000322844,0.0003312105,0.001265528,0.0001058591,0.0006090125,0.1178798,0.001848236,0.03677486,0.0004383694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002582,0.0002559096,0.00001937703,0.0003136533,0.0001451366,0.0005024888,0.00001193324,0.00009608382,0.09839724],"genre_scores_gemma":[0.9981561,0.0001659823,0.0002714764,0.00004930145,0.00009238951,0.0001404697,0.000041365,0.00002133584,0.00106153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483836,"threshold_uncertainty_score":0.9997008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380604639795807,"score_gpt":0.330175227115946,"score_spread":0.3063691807179879,"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."}}