{"id":"W2976742731","doi":"10.1371/journal.pone.0223051","title":"Survival of infants ≤24 months of age with brain tumors: A population-based study using the SEER database","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Hospital for Sick Children; SickKids Foundation; University of Toronto; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Cancer Institute","keywords":"Medicine; Choroid plexus; Medulloblastoma; Population; Oligodendroglioma; Astrocytoma; Brain tumor; Ependymoma; Epidemiology; Surveillance, Epidemiology, and End Results; Cancer registry; Glioma; Malignancy; Survival analysis; Pilocytic astrocytoma; Oncology; Pathology; Internal medicine; Central nervous system; Cancer research","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":[0.001368643,0.0002773704,0.000523337,0.001690753,0.000327589,0.0007011266,0.0004664228,0.000337552,0.0006931029],"category_scores_gemma":[0.003177697,0.0002691982,0.0007095788,0.002876516,0.0001720225,0.000779956,0.0006443734,0.0004836215,0.0002005977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676828,"about_ca_system_score_gemma":0.0005677674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078446,"about_ca_topic_score_gemma":0.009468028,"domain_scores_codex":[0.9992105,0.0001759953,0.0001335661,0.0002418284,0.0001381768,0.0001000137],"domain_scores_gemma":[0.9984217,0.0002333501,0.0008318664,0.000152827,0.0001985182,0.0001617718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007486871,0.00001529215,0.9989901,0.00001569589,0.0000820838,0.00004435685,0.00005515037,0.00004095637,0.00005894946,0.00001556981,0.00009804771,0.0005089473],"study_design_scores_gemma":[0.00000711409,0.00007291473,0.9989958,0.00001773011,0.00006455318,0.0002193298,0.0001599533,0.0001819538,0.0000314955,0.00001526497,0.0002293409,0.000004522663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948585,0.0003373258,0.0001373295,0.00003134505,0.000004034363,0.00002381842,0.004365331,0.000005043276,0.0002373598],"genre_scores_gemma":[0.9942811,0.0004207108,0.0001961134,0.00002674326,0.000008550422,0.00004599317,0.004959592,0.000003375405,0.00005780136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078446,"threshold_uncertainty_score":0.02144337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578434485662428,"score_gpt":0.2843498625773863,"score_spread":0.2265064140111435,"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."}}