{"id":"W2125623336","doi":"10.1186/1749-7922-9-19","title":"An acute care surgery service expedites the treatment of emergency colorectal cancer: a retrospective case–control study","year":2014,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; Royal College of Physicians and Surgeons of Canada; Ministère de l’Éducation, Gouvernement de l’Ontario; London Health Sciences Centre","keywords":"Medicine; Colonoscopy; Colorectal cancer; Retrospective cohort study; Emergency department; Emergency medicine; Cancer; General surgery; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001024874,0.000529912,0.001869587,0.0006524416,0.0003859326,0.00001001679,0.0002080781,0.00008428183,0.001799106],"category_scores_gemma":[0.0001932008,0.0003419888,0.001330636,0.001462062,0.00006041735,0.0002572463,0.00002379444,0.0003039172,0.000005729765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818189,"about_ca_system_score_gemma":0.0003167045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304714,"about_ca_topic_score_gemma":0.01255662,"domain_scores_codex":[0.9954876,0.0005488394,0.002093544,0.0004284583,0.0008391248,0.0006024368],"domain_scores_gemma":[0.9951753,0.0005592161,0.001231269,0.0005630784,0.002140399,0.0003307638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001082376,0.001579854,0.9437886,0.0001059007,0.003553783,0.0008850637,0.01461994,0.00004103495,0.001082091,0.000007731438,0.01331851,0.01993516],"study_design_scores_gemma":[0.001369206,0.002909777,0.9700233,0.0001393769,0.003749546,0.0003717608,0.01608407,0.00003585053,0.0007336598,0.0000460823,0.004095164,0.0004422442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680887,0.01785488,0.00001903288,0.001050097,0.01177119,0.0006458352,0.0001231959,0.00003896128,0.0004081395],"genre_scores_gemma":[0.9846271,0.01201107,0.00001934908,0.0000607044,0.002956577,0.0001061209,0.000008709494,0.00006608877,0.0001442478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02623471,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034137949084635,"score_gpt":0.3256996158134628,"score_spread":0.2953582363226164,"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."}}