{"id":"W3182750708","doi":"10.3389/fonc.2021.700300","title":"Esophageal Cancer Radiotherapy Dose Escalation Meta Regression Commentary: “High vs. Low Radiation Dose of Concurrent Chemoradiotherapy for Esophageal Carcinoma With Modern Radiotherapy Techniques: A Meta-Analysis”","year":2021,"lang":"en","type":"letter","venue":"Frontiers in Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; Western University; London Health Sciences Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Esophageal cancer; Meta-analysis; Oncology; Carcinoma; Cancer; Internal medicine; Radiology; Nuclear medicine","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":[0.01711441,0.00152552,0.003051696,0.001379082,0.002289648,0.002313911,0.003364489,0.0322786,0.01300142],"category_scores_gemma":[0.09436129,0.001060233,0.003431006,0.001636114,0.001501291,0.002430218,0.001225705,0.02373803,0.009357336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004840634,"about_ca_system_score_gemma":0.007577005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177299,"about_ca_topic_score_gemma":0.01568839,"domain_scores_codex":[0.99016,0.005344771,0.001057677,0.000961545,0.002086598,0.0003892538],"domain_scores_gemma":[0.9457638,0.04106491,0.002289783,0.0009256785,0.008377691,0.001578159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000177701,0.000006911356,0.0001173151,0.000315997,0.00009048926,0.00009643746,0.00002599773,0.00004004656,0.00004901486,0.0004340919,0.9950537,0.003592319],"study_design_scores_gemma":[0.00213461,0.000258739,0.001967647,0.003913677,0.001614685,0.0008232883,0.0001856309,0.0009073042,0.0006804386,0.01708105,0.9702383,0.0001946434],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002094355,0.006257621,0.0001467299,0.9226335,0.0677797,0.00003819483,0.001094118,0.00005699122,0.00178363],"genre_scores_gemma":[0.003570649,0.003729458,0.0003523882,0.8928161,0.09387299,0.0001602789,0.0003070441,0.00006878045,0.005122284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0322786,"threshold_uncertainty_score":0.09051079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439604639533602,"score_gpt":0.3601305999985114,"score_spread":0.3157345536031754,"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."}}