{"id":"W4214705541","doi":"10.1002/cncr.34150","title":"Sex‐based disparities in outcome in pediatric acute lymphoblastic leukemia: a Children’s Oncology Group report","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Children’s Oncology Group; National Cancer Institute; St. Baldrick's Foundation","keywords":"Medicine; Lymphoblastic Leukemia; Pediatric oncology; Oncology; Internal medicine; Pediatrics; Leukemia; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007104032,0.0002739867,0.0007557544,0.0007599739,0.0001144617,0.00001649687,0.000305385,0.0001816729,0.0007781836],"category_scores_gemma":[0.0002996155,0.0002670454,0.0001256898,0.001153756,0.0001333487,0.00008630445,0.0003471613,0.0009616225,0.0000222929],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02230622,"about_ca_system_score_gemma":0.006020507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400992,"about_ca_topic_score_gemma":0.0007996449,"domain_scores_codex":[0.9966888,0.0001983086,0.0008141085,0.0006795165,0.0007993956,0.0008198946],"domain_scores_gemma":[0.9986281,0.0003894398,0.0001884416,0.0005135444,0.00005458043,0.0002258902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006558683,0.0003000425,0.9818109,0.0001222854,0.00005637838,0.009066357,0.0001891166,0.002042644,0.0001249358,0.00005031338,0.004505577,0.001075543],"study_design_scores_gemma":[0.01431832,0.0007197607,0.9710337,0.00004139119,0.0002275851,0.001879331,0.0001338036,0.008200413,0.00008204142,0.00006809318,0.002902746,0.0003928012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943965,0.0007144828,0.000152567,0.001897037,0.0005349133,0.0009121142,0.00008993647,0.00008173775,0.001220696],"genre_scores_gemma":[0.9928479,0.0001993766,0.0002129895,0.002186748,0.0003882515,0.001831796,0.0001498764,0.00006669736,0.002116418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01628571,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078771493053308,"score_gpt":0.3259586246066835,"score_spread":0.3051709096761505,"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."}}