{"id":"W4200001037","doi":"10.1016/j.ijrobp.2021.12.152","title":"The Impact of Tumor Treating Fields on Glioblastoma Progression Patterns","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"Novocure","keywords":"Medicine; Glioblastoma; Magnetic resonance imaging; Lesion; Tumor progression; Oncology; Nuclear medicine; Internal medicine; Glioma; Radiology; Cancer; Pathology; Cancer research","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":[0.0005241132,0.0001897348,0.0001506283,0.0002975494,0.0001052601,0.0002627709,0.0001409583,0.000164663,0.0008041591],"category_scores_gemma":[0.001619143,0.00009779473,0.0002134054,0.0001300239,0.0002118189,0.0001991132,0.0001555628,0.0001870114,0.00009532351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004648613,"about_ca_system_score_gemma":0.000205552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321114,"about_ca_topic_score_gemma":0.001452671,"domain_scores_codex":[0.9997067,0.000105341,0.00001646486,0.00003858198,0.0001051428,0.00002785149],"domain_scores_gemma":[0.9993423,0.0002790967,0.0002427328,0.00003660693,0.00005111203,0.00004817483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01232355,0.0007630005,0.375484,0.0005119193,0.0004042191,0.0007561377,0.0004412229,0.0629495,0.2817157,0.00100367,0.0008527021,0.2627945],"study_design_scores_gemma":[0.0002912089,0.009116372,0.8371081,0.00005246577,0.0004014713,0.002900664,0.0001986567,0.0372173,0.1074818,0.0007772318,0.004410343,0.00004427948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959762,0.0009578929,0.001977377,0.00003723181,0.000005172357,0.00002022842,0.00006767378,0.00002824102,0.0009300642],"genre_scores_gemma":[0.9992575,0.0001254861,0.000418304,0.000007739455,0.000002839209,0.000005494133,0.0000433546,0.000006278166,0.0001329437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321114,"threshold_uncertainty_score":0.003372788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730469965050768,"score_gpt":0.3648979786694023,"score_spread":0.3475932790188946,"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."}}