{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014599,0.00009978462,0.0001578216,0.0006482574,0.0009129121,0.0004863692,0.000359156,0.0001987726,0.004053891],"category_scores_gemma":[0.001530709,0.0001336168,0.0001803811,0.001796938,0.0002625405,0.0004264117,0.0006252001,0.0006405865,0.000138008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766114,"about_ca_system_score_gemma":0.002968191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2732278,"about_ca_topic_score_gemma":0.5459745,"domain_scores_codex":[0.9996997,0.00002843679,0.00001487568,0.00006336068,0.00004609716,0.0001474649],"domain_scores_gemma":[0.999007,0.0001110562,0.0003950497,0.00003350034,0.000178123,0.0002752969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003370813,0.0000466432,0.9856077,0.00001969666,0.00002272397,0.0001606419,0.001097223,0.0001789692,0.00006638483,0.0008997385,0.005934184,0.00593241],"study_design_scores_gemma":[0.000005665275,0.00002487041,0.993279,0.00003760685,0.00001834774,0.0001482347,0.002597101,0.00009759183,0.00005598117,0.0001014649,0.003629855,0.000004290016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922518,0.0003283197,0.00003651446,0.001092331,0.0000227733,0.000005468674,0.0014211,0.000007783931,0.004833875],"genre_scores_gemma":[0.9972377,0.0005412817,0.00004891851,0.0002079795,0.00001565416,0.00001202044,0.001278086,0.000004867696,0.0006534036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2732278,"threshold_uncertainty_score":0.5432749,"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."}}