{"id":"W2475185387","doi":"10.1002/jso.24334","title":"A population‐based comparison of 30‐day readmission after surgery for colon and rectal cancer: How are they different?","year":2016,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Colorectal cancer; Stoma (medicine); Internal medicine; Colectomy; Cohort; Retrospective cohort study; Cancer; Gastroenterology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004511551,0.0003592943,0.0007082783,0.00190381,0.0004825486,0.001293448,0.0009109575,0.0008605672,0.001077073],"category_scores_gemma":[0.01333284,0.0003413727,0.001602668,0.001972963,0.00082233,0.0008257668,0.0009628393,0.0007245129,0.0001889507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064921,"about_ca_system_score_gemma":0.001188472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03875919,"about_ca_topic_score_gemma":0.0578748,"domain_scores_codex":[0.9951983,0.001861051,0.0005110289,0.0007234112,0.001146164,0.0005599931],"domain_scores_gemma":[0.9919268,0.002313933,0.003601331,0.0006164833,0.0007862204,0.0007552742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004225251,0.00002597202,0.9972574,0.00004049569,0.000660752,0.00003389378,0.000123179,0.00002928309,0.00007492026,0.00002776317,0.0001208366,0.001183156],"study_design_scores_gemma":[0.00001909035,0.0001253863,0.9993181,0.00001176916,0.0001141638,0.00004580969,0.0001797421,0.0000804618,0.00001239778,0.00001921737,0.00006980337,0.000003984499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976648,0.001041133,0.0001079877,0.0001496934,0.00002601968,0.00002079501,0.0005701213,0.000003265356,0.0004161928],"genre_scores_gemma":[0.9992084,0.0001464863,0.00004078997,0.00004544929,0.00001744636,0.000009398583,0.0004876181,0.00000177796,0.00004273264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03875919,"threshold_uncertainty_score":0.07706714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548880881861658,"score_gpt":0.352811660243785,"score_spread":0.3073228514251685,"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."}}