{"id":"W2134613935","doi":"10.1016/j.clcc.2015.06.001","title":"Predictors of Pathologic Complete Response After Neoadjuvant Treatment for Rectal Cancer: A Multicenter Study","year":2015,"lang":"en","type":"article","venue":"Clinical Colorectal Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Ottawa Hospital; University of Ottawa; Dr. H. Bliss Murphy Cancer Centre; University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Medicine; Colorectal cancer; Internal medicine; Hazard ratio; Odds ratio; Carcinoembryonic antigen; Cancer; Neoadjuvant therapy; Confidence interval; Oncology; Retrospective cohort study; Gastroenterology; Breast cancer; Surgery","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":[0.001703118,0.0004577918,0.0007334806,0.0004427468,0.0006755215,0.0008067118,0.0004761399,0.0006619091,0.001164517],"category_scores_gemma":[0.003865089,0.0004233438,0.0007938297,0.00108344,0.000471878,0.0007871373,0.0006108921,0.000661846,0.0002697938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090675,"about_ca_system_score_gemma":0.0007348285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236113,"about_ca_topic_score_gemma":0.003550759,"domain_scores_codex":[0.9985914,0.0006604928,0.0001310516,0.0002978864,0.000143412,0.0001757694],"domain_scores_gemma":[0.9964098,0.0006624685,0.001534373,0.0003249232,0.0003182996,0.0007499889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949608,0.0002675703,0.993978,0.00001383221,0.000208922,0.00008034737,0.0001231589,0.00005894652,0.0006353937,0.00001196167,0.0001576689,0.001514474],"study_design_scores_gemma":[0.0001833526,0.0009603245,0.9975755,0.000006875265,0.0001739975,0.0002164368,0.0003149513,0.0001574701,0.0001110611,0.00001100319,0.0002810619,0.000008149355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994978,0.0001216213,0.00003598359,0.00003527233,0.000005526052,0.00001780118,0.0001578804,0.000001456499,0.0001268319],"genre_scores_gemma":[0.9991987,0.00006420254,0.00008167083,0.00004024465,0.00002635948,0.00003074414,0.0004721208,0.000003316152,0.00008260706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236113,"threshold_uncertainty_score":0.009007037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1689057798124185,"score_gpt":0.4444205180131557,"score_spread":0.2755147382007372,"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."}}