{"id":"W2787772198","doi":"10.1007/s11060-018-2773-0","title":"Pediatric neuro-oncology survival disparities in California","year":2018,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Children's Health Research Institute","keywords":"Medicine; Medulloblastoma; Socioeconomic status; Hazard ratio; Glioma; Confidence interval; Demography; Proportional hazards model; Ethnic group; Multivariate analysis; Oncology; Internal medicine; Gerontology; Environmental health; Pathology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621638,0.0002518489,0.001056642,0.000655785,0.00008174521,0.00001949363,0.0002116786,0.0002746542,0.0002393943],"category_scores_gemma":[0.00100387,0.0001939498,0.0002493231,0.0004448226,0.0002173113,0.0001117014,0.0001044499,0.0007216709,0.0001267586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138424,"about_ca_system_score_gemma":0.0008226024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005415589,"about_ca_topic_score_gemma":0.0002286435,"domain_scores_codex":[0.9973279,0.0004531541,0.001029428,0.0002816305,0.0003864901,0.0005213891],"domain_scores_gemma":[0.9969206,0.001445363,0.0006436204,0.000245116,0.0003717359,0.0003735728],"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":[0.001666439,0.00395541,0.9029721,0.00006372273,0.0001425629,0.01807845,0.0003971079,0.00002381992,0.02765161,0.0002357454,0.03222343,0.01258959],"study_design_scores_gemma":[0.01496109,0.02412814,0.4503565,0.00004469781,0.0007707078,0.008521885,0.0002666963,0.000149289,0.003441132,0.0004213985,0.4966485,0.0002899848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770907,0.0006196543,0.00002103606,0.01621945,0.002837932,0.0002600247,0.00001522345,0.00001945627,0.00291648],"genre_scores_gemma":[0.9923256,0.001255184,0.0004753969,0.003590218,0.002279545,0.00001503098,0.000003916598,0.00003868924,0.00001642447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4644251,"threshold_uncertainty_score":0.7909042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059364982911978,"score_gpt":0.3232373457117535,"score_spread":0.2926436958826337,"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."}}