{"id":"W2113030986","doi":"10.1056/nejmoa1110169","title":"Outcomes after Induction Failure in Childhood Acute Lymphoblastic Leukemia","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Assistance publique-Hôpitaux de Paris; Barncancerfonden; Deutsche Krebshilfe; National Cancer Institute; Cancer Research UK; American Lebanese Syrian Associated Charities; Massachusetts Medical Society; Institut National de la Santé et de la Recherche Médicale; St. Jude Children's Research Hospital; Medical Research Council; Cancer Research Institute","keywords":"Medicine; Lymphoblastic Leukemia; Adverse effect; Induction therapy; Pediatrics; Leukemia; Oncology; Internal medicine; Chemotherapy","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":[0.0007854776,0.0002257956,0.0003538961,0.0006758022,0.0005260424,0.00054833,0.0003735931,0.0003831115,0.0009307226],"category_scores_gemma":[0.003744424,0.0001082186,0.0002239252,0.001158525,0.0004624224,0.0003419368,0.0006321661,0.0006030176,0.0001258799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529428,"about_ca_system_score_gemma":0.0007625032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041261,"about_ca_topic_score_gemma":0.004549948,"domain_scores_codex":[0.9994233,0.0001356285,0.00005976684,0.00006860829,0.0001191217,0.0001935343],"domain_scores_gemma":[0.9952765,0.0007403036,0.002884312,0.0001538389,0.0002379497,0.0007071562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433013,0.00001592424,0.9970976,0.00001069125,0.00001825453,0.0003706462,0.00006067169,0.00008420876,0.00006866276,0.00001484728,0.0001232572,0.001991923],"study_design_scores_gemma":[0.00001761797,0.0001769559,0.9963469,0.00001268317,0.00002389657,0.002715877,0.00009363819,0.0001456831,0.0001042477,0.00003788781,0.0003208401,0.000003882061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989286,0.0005004932,0.00003831302,0.00005120784,0.000003628827,0.000007432873,0.0002270369,0.000003868614,0.0002395098],"genre_scores_gemma":[0.9991366,0.0001625862,0.00002988515,0.00001874835,0.000008664606,0.00000714185,0.0005992475,0.000001461526,0.00003565719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0041261,"threshold_uncertainty_score":0.008204162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230725484116841,"score_gpt":0.2798578675395093,"score_spread":0.2675506126983409,"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."}}