{"id":"W3081723185","doi":"10.3390/cancers12092511","title":"Radioresistance in Glioblastoma and the Development of Radiosensitizers","year":2020,"lang":"en","type":"review","venue":"Cancers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Radioresistance; Radiosensitizer; Glioblastoma; Radiation therapy; Medicine; Cancer research; Ionizing radiation; Clinical trial; Bioinformatics; Oncology; Computational biology; Biology; Internal medicine; Irradiation; Physics","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":[0.0001266173,0.0002174791,0.001524576,0.00009850076,0.00002651231,0.000006047309,0.00006372411,0.00007919567,0.000009621081],"category_scores_gemma":[0.00004581748,0.0001252824,0.0001735524,0.0003095673,0.0001728864,0.00001005167,0.00002638995,0.0001472293,0.000004665805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212948,"about_ca_system_score_gemma":0.001464825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228784,"about_ca_topic_score_gemma":0.00009293637,"domain_scores_codex":[0.9989592,0.00005799144,0.0004415637,0.0002446905,0.0001530955,0.0001434506],"domain_scores_gemma":[0.9993622,0.0001616425,0.0001888989,0.0001805629,0.00001939467,0.00008725288],"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":[0.0001665535,0.00001023839,0.00002273578,0.006855007,0.0003743611,0.0001798195,0.000682896,0.000001033735,6.969249e-7,0.0001338676,0.0005193986,0.9910534],"study_design_scores_gemma":[0.002599978,0.00004391769,0.00004714953,0.01260126,0.0005415189,0.00005569306,0.0000872547,0.000006591079,0.00003822904,0.000004096064,0.9838571,0.0001172337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005502389,0.9979801,0.000001512697,0.0001373834,0.00007584452,0.0008758007,0.000009207174,0.000008899889,0.0003610559],"genre_scores_gemma":[0.001683666,0.9976489,0.0003312154,0.00005887301,0.00004050556,0.0001862174,0.000006479247,0.00002308131,0.0000210674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9909362,"threshold_uncertainty_score":0.5108869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474150193347714,"score_gpt":0.2981450929014312,"score_spread":0.2734035909679541,"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."}}