{"id":"W4294844962","doi":"10.1080/10428194.2022.2118536","title":"Prognostic factors and outcomes of infant acute lymphoblastic leukemia (ALL), hypodiploid ALL, and mixed-phenotype acute leukemia (MPAL) in Canada: a report from CYP-C","year":2022,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Izaak Walton Killam Health Centre; Dalhousie University; BC Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; McMaster Children's Hospital; Université Laval; Université de Montréal","funders":"","keywords":"Lymphoblastic Leukemia; Medicine; Phenotype; Internal medicine; Oncology; Leukemia; Acute lymphocytic leukemia; Acute leukemia; Pediatrics; Cancer research; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003093109,0.0002900903,0.0002543033,0.001270696,0.001216625,0.0008741666,0.000643739,0.0002577033,0.0009466404],"category_scores_gemma":[0.001207757,0.0002498516,0.0003195285,0.003348383,0.000515704,0.0002158778,0.0006127079,0.0004243918,0.00013067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01671123,"about_ca_system_score_gemma":0.01682266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840971,"about_ca_topic_score_gemma":0.9868274,"domain_scores_codex":[0.9995098,0.00002751744,0.00003401114,0.00006907441,0.0001869834,0.0001727378],"domain_scores_gemma":[0.998601,0.00006579044,0.0003486563,0.00005356928,0.000625236,0.0003057272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000366194,0.000006171715,0.9971642,0.0000111788,0.00001804722,0.00006551146,0.000139677,0.00007321307,0.00008680415,0.00002724384,0.0003856329,0.001985687],"study_design_scores_gemma":[0.000004406517,0.00001009826,0.9985898,0.00001410839,0.00001728404,0.0001821025,0.0004181519,0.0001626763,0.00006235095,0.000009739955,0.0005243197,0.000004848167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933468,0.0007165969,0.00007710294,0.0001442361,0.000003787001,0.00002082457,0.004457899,0.000009120587,0.0012237],"genre_scores_gemma":[0.9972735,0.0005483149,0.00006958021,0.00003421021,0.000003309617,0.000007529698,0.001801583,0.000002965121,0.0002590604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671123,"threshold_uncertainty_score":0.121249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189283980954665,"score_gpt":0.24647278469254,"score_spread":0.2345799448829934,"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."}}