{"id":"W4409485596","doi":"10.1093/jncics/pkaf033","title":"Guideline-concordant treatment among adolescents and young adults with acute lymphoblastic leukemia","year":2025,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; ECOG-ACRIN Cancer Research Group; Children’s Oncology Group; Alliance for Clinical Trials in Oncology Foundation","keywords":"Medicine; Young adult; Guideline; Odds; Pediatrics; Cohort; Odds ratio; Retrospective cohort study; MEDLINE; Family medicine; Internal medicine; Logistic regression","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":[0.001262708,0.0001302152,0.000258851,0.0008306135,0.0004797473,0.0006075899,0.0003784951,0.0002584301,0.001342954],"category_scores_gemma":[0.006919208,0.0001886112,0.0003652603,0.001608274,0.0002546429,0.0004341696,0.0006875015,0.0005045264,0.0001019003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009749825,"about_ca_system_score_gemma":0.001676748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204129,"about_ca_topic_score_gemma":0.03674342,"domain_scores_codex":[0.998434,0.0004256246,0.0003134497,0.000280434,0.000328241,0.0002180971],"domain_scores_gemma":[0.994289,0.0006725629,0.004061251,0.000156321,0.0004054086,0.0004154225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001502648,0.000008992802,0.9982814,0.00001540593,0.00001749329,0.00003103927,0.00006974192,0.00001497428,0.00002010806,0.00002484603,0.0002284583,0.00127256],"study_design_scores_gemma":[0.000007727688,0.00004930135,0.9977801,0.00008321813,0.00003385829,0.0003684033,0.0005445156,0.0001080398,0.00005322721,0.00004464502,0.0009245287,0.000002379897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961489,0.0009032967,0.0001838003,0.0002617311,0.00001460568,0.00004637278,0.001776735,0.000005915462,0.0006586314],"genre_scores_gemma":[0.9975618,0.0004991882,0.000276722,0.0002219171,0.0000192457,0.00005225072,0.001271476,0.000003122743,0.00009434695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0204129,"threshold_uncertainty_score":0.04058814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008577373624031421,"score_gpt":0.2846403308104665,"score_spread":0.276062957186435,"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."}}