{"id":"W4362664793","doi":"10.1158/2767-9764.c.6551255.v2","title":"Data from Treatment Patterns and Outcomes of Preoperative Neoadjuvant Radiotherapy in Patients with Early-onset Rectal Cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Radiation therapy; Internal medicine; Stage (stratigraphy); Confidence interval; Chemoradiotherapy; Gastroenterology; Cancer; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004453557,0.0001459902,0.0003024513,0.001104487,0.000406925,0.00048027,0.0003592731,0.0002484816,0.0008648109],"category_scores_gemma":[0.003185606,0.0001646922,0.0004237967,0.00297749,0.0002158798,0.000201269,0.0003008807,0.0003376541,0.0001447526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865106,"about_ca_system_score_gemma":0.003475443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5611045,"about_ca_topic_score_gemma":0.7348316,"domain_scores_codex":[0.9992975,0.00007784391,0.0001243928,0.0001126665,0.000235247,0.0001523125],"domain_scores_gemma":[0.9968231,0.0005013815,0.001289519,0.0001562816,0.0008395399,0.0003901573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007269426,0.000005732938,0.9975922,0.00003272081,0.00003780828,0.00003170103,0.00005024721,0.00005150618,0.00006951892,0.000006588472,0.0002944103,0.001754734],"study_design_scores_gemma":[0.000002530319,0.000008653589,0.9994529,0.00001672083,0.00001683247,0.00005968926,0.0000869236,0.00003952359,0.00002749001,0.000003924249,0.0002825679,0.000002213062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9912912,0.001763995,0.00007626332,0.0001153344,0.000008968417,0.00001809451,0.005411269,0.00000568333,0.001309233],"genre_scores_gemma":[0.9958615,0.0007409564,0.0000649703,0.00005873587,0.000006636179,0.00001576451,0.003043239,0.000003644839,0.0002045533],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5611045,"threshold_uncertainty_score":0.8829604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0621679949724516,"score_gpt":0.347820063351767,"score_spread":0.2856520683793154,"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."}}