{"id":"W25711974","doi":"10.1155/2003/382026","title":"Primary Chemoradiation as Definitive Treatment for Unresectable Cancer of the Trachea","year":2003,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Grand River Hospital","funders":"","keywords":"Medicine; Regimen; Induction chemotherapy; Cisplatin; Chemoradiotherapy; Radiation therapy; Chemotherapy; Cancer; Complete response; Radiology; Lesion; Esophageal cancer; External beam radiotherapy; Surgery; Nuclear medicine; Internal medicine; Brachytherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786495,0.0001053369,0.0001913646,0.0001089369,0.0002161823,0.0000139819,0.00006020243,0.00007423841,0.0002554266],"category_scores_gemma":[0.0001375769,0.00007123847,0.0001550478,0.0001527334,0.00005845855,0.00005447995,0.000001586928,0.0001517337,0.000003944655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008459208,"about_ca_system_score_gemma":0.005133873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128758,"about_ca_topic_score_gemma":0.027361,"domain_scores_codex":[0.9992039,0.00005470569,0.0002134082,0.0001095919,0.0001369673,0.0002814856],"domain_scores_gemma":[0.9991766,0.00004069345,0.0001124837,0.0001226131,0.000143871,0.000403696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008690669,0.000889256,0.4848041,0.0005024732,0.001100584,0.0001718825,0.003606811,0.000798694,0.02312908,0.01177593,0.02710157,0.4452505],"study_design_scores_gemma":[0.009217541,0.001841147,0.2101293,0.0002258219,0.0003857936,0.0002410699,0.001080125,0.00001999064,0.03745602,0.001376508,0.737718,0.000308648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700019,0.005225421,0.00002800121,0.002175647,0.0003131241,0.0005655488,0.00008712329,0.000006247848,0.02159696],"genre_scores_gemma":[0.9952061,0.00008984635,0.00007567225,0.003505666,0.0001458683,0.00004804535,0.000003411629,0.00001988414,0.0009055241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7106165,"threshold_uncertainty_score":0.9903871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066163553686609,"score_gpt":0.2886747573345907,"score_spread":0.2480131217977246,"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."}}