{"id":"W2087287145","doi":"10.1103/physrevlett.100.198101","title":"Role of Secondary Low-Energy Electrons in the Concomitant Chemoradiation Therapy of Cancer","year":2008,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cisplatin; Concomitant; Materials science; Electron; Dissociation (chemistry); Guanine; Radiation therapy; Cancer therapy; Cancer research; Atomic physics; Cancer; Chemotherapy; Medicine; Chemistry; Physics; Physical chemistry; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100497,0.00007987545,0.0003538242,0.00003333809,0.00001605335,9.940272e-7,0.00008184818,0.000009616333,0.0000571897],"category_scores_gemma":[0.00001807423,0.00005087069,0.0001328958,0.0002854721,0.00006888111,0.00004264136,0.000003154723,0.0001176176,0.000001825698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002965752,"about_ca_system_score_gemma":0.00007087958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003003,"about_ca_topic_score_gemma":0.000002934096,"domain_scores_codex":[0.9993004,0.00008482,0.0002297764,0.00009648646,0.0001844901,0.0001040703],"domain_scores_gemma":[0.9995208,0.0001131105,0.0001378527,0.0001786174,0.00002495005,0.00002461512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001924816,0.0006502146,0.01088432,0.0005350608,0.0001490404,0.000005740601,0.001279321,0.00005656658,0.9044286,0.00117098,0.004968775,0.07567891],"study_design_scores_gemma":[0.005861937,0.0007456603,0.4703734,0.002234687,0.000178417,0.00002856619,0.00007779178,0.001987305,0.4583873,0.0006262083,0.05906831,0.0004304299],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215007,0.07205521,0.00001082824,0.005920652,0.00001330199,0.0002015648,0.000004138677,0.000005033705,0.0002885091],"genre_scores_gemma":[0.909592,0.06424519,0.0000099942,0.02600049,0.00009526529,0.00003772325,0.000008872762,0.000007067844,0.000003390567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4594891,"threshold_uncertainty_score":0.2074447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166080621839601,"score_gpt":0.2892347226891128,"score_spread":0.2775739164707168,"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."}}