{"id":"W1919143573","doi":"10.1002/pbc.25402","title":"Predictors of diagnostic interval and associations with outcome in acute lymphoblastic leukemia","year":2015,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Pediatric Oncology Group; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hazard ratio; Odds ratio; Diagnosis code; Confidence interval; Medical diagnosis; Confounding; Pediatrics; Population; Disease; Medical record; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783104,0.0001876698,0.0001809185,0.001131514,0.0002220477,0.0005813767,0.0004914761,0.0002361005,0.001308474],"category_scores_gemma":[0.01716334,0.00008154009,0.0002490779,0.001864252,0.0003271171,0.0003806679,0.0005341015,0.0006846139,0.0001241387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472009,"about_ca_system_score_gemma":0.0008190665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514663,"about_ca_topic_score_gemma":0.01224787,"domain_scores_codex":[0.9988922,0.0003296591,0.000181666,0.0001108728,0.0003476165,0.000137894],"domain_scores_gemma":[0.977758,0.006086634,0.01316587,0.000490797,0.001437112,0.001061542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003954287,0.000007364892,0.9981711,0.00001443086,0.00001349312,0.00001483053,0.00003510639,0.00006191333,0.00001763122,0.00001813797,0.00007693504,0.001529441],"study_design_scores_gemma":[0.000002971742,0.00002627378,0.999182,0.00002305953,0.00001710956,0.0001101509,0.00009736735,0.0002430779,0.0000471193,0.00006890085,0.0001795205,0.000002539225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960279,0.001758669,0.0003624327,0.0002601967,0.00001358158,0.000008743658,0.0009230632,0.00001425968,0.0006310852],"genre_scores_gemma":[0.9986467,0.0003327692,0.0002432431,0.00001835996,0.00001488052,0.000005949974,0.0006978508,0.000002801869,0.00003749291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514663,"threshold_uncertainty_score":0.03011692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200388524310133,"score_gpt":0.2941639049306556,"score_spread":0.2741250524996424,"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."}}