{"id":"W2889238226","doi":"10.1080/10245332.2018.1510087","title":"Pediatric mature B-cell NHL, early referral and supportive care problems in a developing country","year":2018,"lang":"en","type":"article","venue":"Hematology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Lymphoma; Referral; Hematology; Incidence (geometry); Pediatrics; Diffuse large B-cell lymphoma; Cancer; Internal medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297959,0.0001629737,0.0003967968,0.0002510669,0.00005688074,0.00001350723,0.00009580256,0.0003184366,0.00007078191],"category_scores_gemma":[0.0001205734,0.0001371832,0.00002251465,0.000396437,0.0001998863,0.00006271833,0.0001301152,0.0003367414,0.0001198582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227413,"about_ca_system_score_gemma":0.000912285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414573,"about_ca_topic_score_gemma":0.000185418,"domain_scores_codex":[0.9985305,0.00005570673,0.0002965703,0.0003734315,0.0002259408,0.0005178691],"domain_scores_gemma":[0.999252,0.0001052541,0.00007612609,0.0002131565,0.0002193893,0.0001341104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004111508,0.000119874,0.9672842,0.003183908,0.00004253637,0.00140152,0.01214275,3.942931e-7,0.0005605916,0.00303661,0.0116057,0.0002107672],"study_design_scores_gemma":[0.03047383,0.003649408,0.9080105,0.001037977,0.000353712,0.0131598,0.008161966,0.0006500409,0.01058145,0.001455738,0.02096538,0.00150024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931688,0.001190472,0.0001478986,0.0005598153,0.0001142559,0.0004687504,0.000007689265,0.00004941451,0.004292932],"genre_scores_gemma":[0.9967718,0.0001343955,0.001987722,0.0005188537,0.0001859031,0.00004377045,0.00002765506,0.00002977185,0.0003001933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05927373,"threshold_uncertainty_score":0.559417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641562912617125,"score_gpt":0.2908828852278437,"score_spread":0.2744672561016724,"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."}}