{"id":"W2590066918","doi":"10.1200/jco.2015.33.3_suppl.682","title":"Impact of duration of neoadjuvant radiation on rectal cancer survival.","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Calgary","funders":"","keywords":"Medicine; Colorectal cancer; Internal medicine; Proportional hazards model; Cohort; Confounding; Radiation therapy; Gastroenterology; Stage (stratigraphy); Oncology; Population; Survival analysis; Logistic regression; 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":[0.0004281997,0.0001078593,0.0001380782,0.0001745302,0.0001389662,0.0002642162,0.00017579,0.0002265788,0.002243502],"category_scores_gemma":[0.002029925,0.00007969094,0.0003627906,0.0002623121,0.00016886,0.0001683706,0.0001797724,0.000306376,0.0001892715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005190953,"about_ca_system_score_gemma":0.0004833747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779289,"about_ca_topic_score_gemma":0.01170293,"domain_scores_codex":[0.9997625,0.00008208588,0.00002207631,0.0000406181,0.00004239595,0.0000503605],"domain_scores_gemma":[0.9982645,0.0005609505,0.0007020683,0.00006073273,0.00007025395,0.0003414841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002008547,0.00004122211,0.98999,0.00002703458,0.00010205,0.00008341481,0.00002725953,0.0003092788,0.0006248467,0.0000163659,0.000177947,0.006591912],"study_design_scores_gemma":[0.00001062211,0.0003258726,0.9987887,0.00000826106,0.00004047086,0.0001945087,0.00003360782,0.0002337034,0.00008404557,0.0000101526,0.0002680031,0.000002173171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978155,0.0008922999,0.00004860594,0.00008869947,0.000006403456,0.000003462182,0.0003162012,0.000003945582,0.0008247492],"genre_scores_gemma":[0.9993875,0.0001211042,0.00003305397,0.00002003332,0.000006929128,0.00000357454,0.0002122422,0.000002150535,0.0002134013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004779289,"threshold_uncertainty_score":0.009502947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2927615909268614,"score_gpt":0.5403374432531786,"score_spread":0.2475758523263171,"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."}}