{"id":"W2767001480","doi":"10.1002/jso.24878","title":"Factors affecting hospital length of stay following pelvic exenteration surgery","year":2017,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Pelvic exenteration; Surgery; Interquartile range; Genitourinary system; Fistula; Retrospective cohort study; Perioperative; Dehiscence; Anastomosis; Leiomyosarcoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005116372,0.0002144317,0.0002231794,0.0005131909,0.0003583273,0.0005180103,0.0002831632,0.0002721492,0.001770267],"category_scores_gemma":[0.0056726,0.0001071424,0.0003617157,0.0007495257,0.0002259545,0.0004205738,0.00042615,0.00057362,0.0001185004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331447,"about_ca_system_score_gemma":0.0006412202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272982,"about_ca_topic_score_gemma":0.004533146,"domain_scores_codex":[0.9994438,0.0001348478,0.0001190828,0.00006116705,0.000102357,0.0001387656],"domain_scores_gemma":[0.9950535,0.001062708,0.002724632,0.00006790891,0.0003121553,0.0007791683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006517322,0.0000165533,0.9984622,0.00001618007,0.00002767625,0.00009028563,0.00003548682,0.00008131974,0.00003406387,0.000006025879,0.00008993149,0.001075115],"study_design_scores_gemma":[0.000003441522,0.0001543746,0.9985417,0.00002272041,0.00001896644,0.0004965258,0.0002649261,0.0002878265,0.00003713336,0.00002724238,0.0001397657,0.000005420355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985684,0.0008006492,0.0000808383,0.000105761,0.00001257463,0.00000414563,0.0001578823,0.000003677079,0.000265996],"genre_scores_gemma":[0.9995545,0.0001549945,0.00004458226,0.00001711399,0.000009567544,0.000003301099,0.0001813696,0.000001039153,0.00003363186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00272982,"threshold_uncertainty_score":0.005922079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05826498060210588,"score_gpt":0.3663751782733434,"score_spread":0.3081101976712375,"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."}}