{"id":"W3112457373","doi":"10.1093/neuonc/noaa215.611","title":"NCOG-73. EFFECT OF TIME TO DIAGNOSIS IN CHILDREN WITH MALIGNANT CENTRAL NERVOUS SYSTEM TUMORS ON SURVIVAL OUTCOMES AND DISEASE-ASSOCIATED MORBIDITY: AN INSTITUTIONAL COHORT STUDY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Medulloblastoma; Ependymoma; Cohort; Pediatrics; Proportional hazards model; Retrospective cohort study; Disease; Glioma; Internal medicine; Surgery; Pathology","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":[0.001227427,0.0002918619,0.0003116882,0.0012023,0.0005648481,0.0007801299,0.0006259009,0.0002656448,0.001925239],"category_scores_gemma":[0.004258091,0.000283608,0.0006524412,0.002041308,0.0003360087,0.0005663937,0.0006313791,0.000569893,0.0002330181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162305,"about_ca_system_score_gemma":0.001060634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03648219,"about_ca_topic_score_gemma":0.04324757,"domain_scores_codex":[0.9988913,0.0002363236,0.0001215318,0.0002737936,0.000220611,0.0002563686],"domain_scores_gemma":[0.995043,0.0006758319,0.003021632,0.0003120359,0.0004055091,0.0005418827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005076748,0.000007934126,0.9994544,0.000003750343,0.0000289639,0.00003725336,0.00001496574,0.00001003609,0.00002015533,0.000005930904,0.00006973683,0.0002960966],"study_design_scores_gemma":[0.0000069056,0.00004903054,0.9993936,0.000009763705,0.00002976605,0.0001845423,0.0001016874,0.00004767928,0.00002836717,0.000006021408,0.0001403885,0.00000228515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972057,0.0004084869,0.00005080245,0.00003539724,0.000009374487,0.00001383565,0.001774159,0.000003660865,0.0004985681],"genre_scores_gemma":[0.9983262,0.0001767356,0.00006441241,0.00002074165,0.000008342268,0.00001710063,0.001276278,0.000003873452,0.000106259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03648219,"threshold_uncertainty_score":0.07253969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413229069521295,"score_gpt":0.2678858298518297,"score_spread":0.2537535391566168,"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."}}