{"id":"W3109153491","doi":"10.1016/j.jss.2020.10.023","title":"Association Between Preoperative Patient-Reported Symptoms and Postoperative Outcomes in Rectal Cancer Patients: A Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Institute for Work & Health; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retrospective cohort study; Colorectal cancer; Odds ratio; Radiation therapy; Cohort; Cancer; Neoadjuvant therapy; Cohort study; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005929077,0.0003517698,0.0004542057,0.0007603187,0.0005573906,0.0008935788,0.0004591556,0.0005426575,0.001488879],"category_scores_gemma":[0.001920191,0.0005190658,0.0008798556,0.001394133,0.0004047559,0.0007475644,0.0005518831,0.000858404,0.0002300435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454443,"about_ca_system_score_gemma":0.0005155118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569633,"about_ca_topic_score_gemma":0.005298418,"domain_scores_codex":[0.9993381,0.0001363259,0.0001015098,0.0001905843,0.00008474237,0.0001487803],"domain_scores_gemma":[0.998296,0.0002547201,0.0007626304,0.0002159931,0.0001492384,0.0003215238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117879,0.00003318216,0.9992579,0.00000525912,0.00008420581,0.00006189173,0.00003583504,0.00001390164,0.000136427,0.000007982651,0.00003604398,0.0002155089],"study_design_scores_gemma":[0.000007709877,0.0001140921,0.9990183,0.000003981017,0.00006089207,0.0002950123,0.0002588324,0.0001045872,0.00003793972,0.00001264779,0.00008003837,0.000005974265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993721,0.00014925,0.00005453955,0.00001895202,0.000007512363,0.000004060206,0.0002657299,0.000001597461,0.0001264518],"genre_scores_gemma":[0.9994724,0.00007509797,0.00004550615,0.00001656979,0.0000076068,0.000004989651,0.0003056819,0.000001614274,0.00007046142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004569633,"threshold_uncertainty_score":0.009086072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357383849262948,"score_gpt":0.3965009354031639,"score_spread":0.3429270969105344,"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."}}