{"id":"W3212211606","doi":"10.1002/pbc.29383","title":"Positive predictive value and sensitivity of ICD‐9‐CM codes for identifying pediatric leukemia","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"National Cancer Institute","keywords":"Medicine; Diagnosis code; Confidence interval; Medical record; Leukemia; Gold standard (test); Pediatrics; Emergency medicine; Internal medicine; Population","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":[0.0112924,0.0006293425,0.0004499312,0.003385664,0.0002974104,0.001332919,0.00143203,0.0009548505,0.001623503],"category_scores_gemma":[0.06431645,0.0003809914,0.001282094,0.001403031,0.0007632672,0.001193226,0.001233924,0.001245194,0.0003240303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006596058,"about_ca_system_score_gemma":0.00077008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499632,"about_ca_topic_score_gemma":0.003679991,"domain_scores_codex":[0.9895653,0.004651047,0.001209022,0.001396619,0.00263254,0.0005455649],"domain_scores_gemma":[0.9318292,0.04846739,0.01186353,0.002573985,0.003760423,0.001505546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008930854,0.00002398106,0.9960781,0.00002237977,0.00006629584,0.00002784769,0.0000459486,0.0005412003,0.00006457022,0.00007614358,0.0001998267,0.002764461],"study_design_scores_gemma":[0.00002834751,0.0001917181,0.9829755,0.0001587249,0.000252607,0.0007443897,0.0002724694,0.01238946,0.001202602,0.0007941948,0.0009653424,0.00002464357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883447,0.001439009,0.002838431,0.0004827086,0.00007994154,0.00008847819,0.002733027,0.00008778855,0.003905865],"genre_scores_gemma":[0.9976361,0.0001362289,0.001329519,0.00005851608,0.00003644263,0.00002724556,0.0007026897,0.000007447514,0.00006587697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112924,"threshold_uncertainty_score":0.05972064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795811275667186,"score_gpt":0.3072103413058758,"score_spread":0.2892522285492039,"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."}}