{"id":"W3097016647","doi":"10.1210/clinem/dgaa806","title":"Predictors of Vertebral Deformity in Long-Term Survivors of Childhood Acute Lymphoblastic Leukemia: The PETALE Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Cumulative incidence; Deformity; Scoliosis; Pediatrics; Cohort study; Confidence interval; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002838683,0.0003223526,0.002240289,0.0002247409,0.00007611878,0.000007886785,0.001368905,0.0002107548,0.0001029233],"category_scores_gemma":[0.004667931,0.0001622865,0.0006485867,0.0006827436,0.001397379,0.0001617136,0.0005310628,0.002020858,0.00001625779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403927,"about_ca_system_score_gemma":0.002261909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167275,"about_ca_topic_score_gemma":0.0001012748,"domain_scores_codex":[0.9928014,0.001733759,0.003312035,0.0003006321,0.001196094,0.0006560859],"domain_scores_gemma":[0.9936076,0.003256124,0.001567895,0.0007077575,0.0004927356,0.0003678971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007241938,0.002363771,0.9731295,0.0001020845,0.003936294,0.0008822858,0.003894402,0.0002182708,0.000662367,0.0001269039,0.0004028642,0.00703934],"study_design_scores_gemma":[0.01690712,0.003088992,0.9731786,0.00008058539,0.002440965,0.001550251,0.0008633735,0.0002663781,0.00134703,0.00007300833,0.00009021965,0.0001134651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939195,0.001226674,0.0001921178,0.002951483,0.0007657051,0.0007860882,0.00001765991,0.00001502795,0.0001257344],"genre_scores_gemma":[0.996596,0.001661156,0.00006690335,0.0006990242,0.0008893738,0.000006584038,0.000002522511,0.00003765839,0.00004081948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009665178,"threshold_uncertainty_score":0.8779736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310989355792939,"score_gpt":0.3459801153777748,"score_spread":0.3128702218198455,"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."}}