{"id":"W2433128876","doi":"10.1093/neuonc/now081.22","title":"QOS-22IS A SEPARATE AFTERCARE CLINIC FOR PEDIATRIC CNS TUMOR PATIENTS NECESSARY?","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"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":[0.0001994582,0.0002583777,0.0006973215,0.0001310206,0.0001010945,0.00001127958,0.0001774391,0.000225554,0.0007931034],"category_scores_gemma":[0.001488821,0.0001571093,0.0002635906,0.0002110477,0.0001229936,0.00009209813,0.0001220275,0.0002293209,0.000501695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126418,"about_ca_system_score_gemma":0.0005122221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006749481,"about_ca_topic_score_gemma":0.00002091478,"domain_scores_codex":[0.997906,0.0001422694,0.0005653482,0.0005925035,0.0002136168,0.000580212],"domain_scores_gemma":[0.9973027,0.001489125,0.0002678086,0.0003269526,0.0002613751,0.0003520037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007148755,0.003116063,0.7589293,0.0003415119,0.00003554852,0.002814271,0.0002427912,0.000001562029,0.01468374,0.0001603475,0.1583351,0.05419093],"study_design_scores_gemma":[0.02158161,0.03614985,0.2338844,0.00005711177,0.0005442944,0.0003398618,0.00008296898,0.00001262519,0.002697436,0.0007471573,0.7034174,0.0004853092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889149,0.0001596859,0.00009715818,0.004780017,0.001700695,0.001209505,0.0001567875,0.0001395582,0.002841703],"genre_scores_gemma":[0.9877611,0.0001564598,0.0005625121,0.008917619,0.001694185,0.0003280623,0.00002963086,0.00004821079,0.0005021746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5450823,"threshold_uncertainty_score":0.8683926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753765453196845,"score_gpt":0.3417185850501352,"score_spread":0.3041809305181668,"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."}}