{"id":"W2511775486","doi":"10.1118/1.4961846","title":"Sci‐Fri PM: Radiation Therapy, Planning, Imaging, and Special Techniques ‐ 03: The Potential Benefit Of Esophageal Sparing During Palliative Radiotherapy For Lung Cancer","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Esophagitis; Esophagus; Radiation therapy; Lung cancer; Esophageal cancer; Radiology; Pneumonitis; Radiation treatment planning; Nuclear medicine; Cancer; Complication; Lung; Internal medicine; Disease","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":[0.0006911383,0.0002230099,0.0001770916,0.0003997117,0.0001753678,0.0003448014,0.0003577769,0.0003031424,0.004266247],"category_scores_gemma":[0.001784526,0.0001074395,0.000668695,0.0003511004,0.0002859726,0.0002330381,0.000277257,0.0003911899,0.0005449696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165953,"about_ca_system_score_gemma":0.0008805769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120176,"about_ca_topic_score_gemma":0.0029313,"domain_scores_codex":[0.9998074,0.00007062587,0.000008947366,0.00002386838,0.00007574579,0.00001331329],"domain_scores_gemma":[0.9996798,0.0001462841,0.00006158948,0.00003277496,0.00004152237,0.00003807042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003749601,0.0006258305,0.09189099,0.0008561396,0.0003973217,0.0008048808,0.0002443135,0.01793409,0.0345724,0.003008482,0.02062949,0.8252865],"study_design_scores_gemma":[0.001241094,0.01008931,0.7074936,0.0003819101,0.00109276,0.01201638,0.0003452411,0.04309111,0.09866616,0.004484025,0.1210174,0.00008102979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9003644,0.02463768,0.02808466,0.009115702,0.0003627736,0.0003746499,0.00104323,0.0004248888,0.03559201],"genre_scores_gemma":[0.9794576,0.006038566,0.008244037,0.0006717075,0.0002477889,0.0001136472,0.0005863717,0.00006473189,0.004575664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004266247,"threshold_uncertainty_score":0.01427197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148893738333124,"score_gpt":0.3162372789021944,"score_spread":0.3047483415188632,"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."}}