{"id":"W4309018309","doi":"10.1093/neuonc/noac209.804","title":"EXTH-05. TOWARD 100% CLINICAL EFFICACY FOR TUMOR-TREATING FIELDS","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"In vivo; Radiation therapy; Intracellular; Cancer; Medicine; Biology; Internal medicine; Cell biology","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":[0.001894728,0.0003981519,0.0003611549,0.0004597761,0.0001278757,0.0003746197,0.0003951796,0.0005204538,0.014134],"category_scores_gemma":[0.001400896,0.0001804809,0.000338487,0.0002813487,0.0004681362,0.0003782856,0.0003495525,0.0006801562,0.002418981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393271,"about_ca_system_score_gemma":0.000549711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005517353,"about_ca_topic_score_gemma":0.0005062213,"domain_scores_codex":[0.9993942,0.0001911269,0.0000330447,0.00009536302,0.0002158485,0.00007050194],"domain_scores_gemma":[0.9992162,0.0003637961,0.0001005689,0.00009113978,0.0001355585,0.00009276309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006384923,0.002286112,0.008315902,0.00117164,0.00009774298,0.000182555,0.0001961168,0.02066212,0.7896711,0.005076479,0.008020976,0.1579344],"study_design_scores_gemma":[0.000734409,0.03683385,0.02338311,0.0001525306,0.0001054949,0.0008196426,0.0001440073,0.03167263,0.8722368,0.002124649,0.03174484,0.00004788012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106818,0.003728071,0.03892733,0.0009469708,0.0002037747,0.0009508653,0.003405272,0.002054443,0.03910154],"genre_scores_gemma":[0.9774674,0.0005521123,0.01017025,0.0003257472,0.00002612735,0.0002687552,0.001518706,0.0002350087,0.009436043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014134,"threshold_uncertainty_score":0.04728293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895194278720524,"score_gpt":0.3884483972291642,"score_spread":0.329496454441959,"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."}}