{"id":"W2620330600","doi":"10.1093/neuonc/nox083.009","title":"ATRT-10. EARLY POST RADIATION CHANGES AND EFFICACY IN CHILDREN WITH ATRT TREATED ON COG ACNS 0333: A COMPARISON OF PROTON VS PHOTON THERAPY","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Radiation therapy; Prospective cohort study; Proton therapy; Nuclear medicine; Cog; Radiology; 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":[0.0001716726,0.0001931227,0.0005658563,0.0002386015,0.0001269027,0.00002473319,0.0001308644,0.0002153212,0.00007625022],"category_scores_gemma":[0.0001758057,0.0001495639,0.00004301635,0.0001281355,0.000167968,0.00008594217,0.00001846343,0.0002728651,0.0000116091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007079085,"about_ca_system_score_gemma":0.0001027209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487861,"about_ca_topic_score_gemma":0.00008733074,"domain_scores_codex":[0.9988191,0.0001697658,0.0002669162,0.0003370713,0.0001854924,0.0002216522],"domain_scores_gemma":[0.9987233,0.0002827432,0.0004122115,0.0004042532,0.0000729035,0.0001045975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009649639,0.0009975396,0.8155057,0.00001701038,0.0001015885,0.00001418007,0.001169399,0.000006372814,0.09198043,0.00001368638,0.000173191,0.08037123],"study_design_scores_gemma":[0.012373,0.01849816,0.8396777,0.00003709039,0.00005056244,0.00002889766,0.0000215859,0.0001357792,0.1226835,0.000002567287,0.006376994,0.0001141766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937258,0.0002430603,8.840698e-7,0.002910699,0.00006183122,0.00233746,0.00001436313,0.00004014422,0.0006657531],"genre_scores_gemma":[0.998014,0.0004112179,0.0000271582,0.001195188,0.0001245294,0.000107154,0.00004736448,0.00003011035,0.00004322263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08025705,"threshold_uncertainty_score":0.6099041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660505966296628,"score_gpt":0.334869058304738,"score_spread":0.3082639986417717,"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."}}