{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429165,0.0001950105,0.001049298,0.0002559138,0.0001023481,0.00005964807,0.00009396984,0.0001319231,0.000228374],"category_scores_gemma":[0.002936713,0.000132126,0.0001348206,0.0009245425,0.00008983369,0.0002638089,0.000144714,0.001275034,0.000005478686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364215,"about_ca_system_score_gemma":0.0003370265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885559,"about_ca_topic_score_gemma":0.0000585534,"domain_scores_codex":[0.9951687,0.0008042157,0.0008708099,0.0003888235,0.002363054,0.0004044055],"domain_scores_gemma":[0.9958161,0.001020944,0.0003455356,0.0001009809,0.002241543,0.0004749634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002397579,0.001196813,0.9886503,0.000009292302,0.001439629,0.0009596884,0.003242529,0.000002098345,0.00002143677,0.000002878816,0.0001606436,0.001917099],"study_design_scores_gemma":[0.008342676,0.01236791,0.9779173,0.0000927268,0.0001641396,0.00001240352,0.0005834037,0.00001808566,0.0001670476,0.00001769822,0.0002065201,0.000110085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921634,0.0001753203,3.722877e-7,0.004819687,0.00008000283,0.001781064,0.00002920135,0.00001028739,0.0009406374],"genre_scores_gemma":[0.9992974,0.0002134364,0.00001446591,0.00006950383,0.0001224297,0.00008299141,0.00000596649,0.00001998131,0.0001738473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117109,"threshold_uncertainty_score":0.6182339,"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."}}