{"id":"W3202801096","doi":"10.1016/s2352-4642(21)00245-5","title":"Clinical phenotypes and prognostic features of embryonal tumours with multi-layered rosettes: a Rare Brain Tumor Registry study","year":2021,"lang":"en","type":"article","venue":"The Lancet Child & Adolescent Health","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Consejería de Salud y Familias, Junta de Andalucía; Vetenskapsrådet; Australian Lions Childhood Cancer Research Foundation","keywords":"Proportional hazards model; Hazard ratio; Medicine; Univariate analysis; Oncology; Internal medicine; Disease; Survival analysis; Pathology; Log-rank test; Multivariate analysis; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005845281,0.0002348882,0.0008940481,0.00003795364,0.0001744344,0.00002845998,0.0001267372,0.00004131826,0.000008068224],"category_scores_gemma":[0.0002974254,0.0001352457,0.0000909934,0.0001990264,0.00015534,0.00002618023,0.00008191226,0.0006514096,0.000002892611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880759,"about_ca_system_score_gemma":0.0003702283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009958077,"about_ca_topic_score_gemma":0.000502696,"domain_scores_codex":[0.99792,0.0003899299,0.0004640718,0.0004608549,0.0003631825,0.0004019358],"domain_scores_gemma":[0.9984992,0.0002255666,0.0002982707,0.0006188441,0.0001153685,0.0002427638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007903738,0.005297188,0.9822895,0.0004593582,0.0002001719,0.0002978194,0.0006369434,0.00000596818,0.00002014515,0.00009616335,0.006597232,0.003309149],"study_design_scores_gemma":[0.009618173,0.001256039,0.9846283,0.001749397,0.0001623274,0.0004676128,0.001467707,0.00002726588,0.00009693894,0.0000104364,0.0003949857,0.0001208436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386149,0.006876852,0.00001150162,0.05272457,0.00009873565,0.001475359,0.00007801062,0.00005035027,0.00006972289],"genre_scores_gemma":[0.9891325,0.0003530531,0.000859422,0.008873405,0.0006270668,0.00003448537,0.00005614832,0.00002994603,0.0000339842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0505176,"threshold_uncertainty_score":0.5515158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04026824471256024,"score_gpt":0.3464751062706268,"score_spread":0.3062068615580666,"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."}}