{"id":"W4396825975","doi":"10.1016/j.jmir.2024.03.035","title":"The Association of Change in Weight During Radiotherapy Treatment with Clinical Outcomes: A Single Institution Cohort of 247 Patients with Stage I-III Esophageal Cancer Treated with Radiotherapy","year":2024,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Lakeridge Health; University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Cohort; Stage (stratigraphy); Esophageal cancer; Oncology; Internal medicine; Cancer","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":[0.0003136371,0.0002675943,0.0005511026,0.000675859,0.0005624235,0.0009420866,0.0005250035,0.0004298337,0.001386036],"category_scores_gemma":[0.001424591,0.0004317366,0.0007262006,0.001458951,0.0004081622,0.0005582854,0.0005268124,0.0007063043,0.0003010147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253204,"about_ca_system_score_gemma":0.0004856446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009853591,"about_ca_topic_score_gemma":0.009674208,"domain_scores_codex":[0.9995413,0.00007902647,0.00005212782,0.0001468037,0.00007040582,0.0001104359],"domain_scores_gemma":[0.9990652,0.0001430924,0.0003966553,0.0001158184,0.00009162508,0.0001877106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000968751,0.00002132791,0.9992254,0.000002319936,0.00004839884,0.00006129393,0.00003944442,0.00002425606,0.0001552987,0.000004147827,0.00003574473,0.0002856232],"study_design_scores_gemma":[0.000006315308,0.00009777764,0.9991375,0.000001799972,0.00003302462,0.000255646,0.0002213962,0.0001065686,0.0000585885,0.000005128197,0.00007264014,0.000003595205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999477,0.0000649171,0.00003849146,0.00001346613,0.000003699339,0.00000377878,0.0002529415,0.000001712151,0.0001440028],"genre_scores_gemma":[0.9993898,0.0000420371,0.0000306223,0.00001391362,0.000005915438,0.000004491019,0.0004294136,0.000002881987,0.00008087084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009853591,"threshold_uncertainty_score":0.01959252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307745970370251,"score_gpt":0.3844102624458512,"score_spread":0.3536356654088261,"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."}}