{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313929,0.0002199677,0.000569217,0.000352767,0.00002981085,0.00001679575,0.0001441698,0.0001488007,0.00002987099],"category_scores_gemma":[0.001894931,0.0001720627,0.0000559124,0.0008187647,0.0001286816,0.0001298993,0.0001260422,0.0002835002,0.00001088981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300125,"about_ca_system_score_gemma":0.002988335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201826,"about_ca_topic_score_gemma":0.0003964896,"domain_scores_codex":[0.9978841,0.00006207135,0.0005254219,0.000353389,0.000728556,0.0004464594],"domain_scores_gemma":[0.9978691,0.00099883,0.000203177,0.000256375,0.0002855054,0.0003870446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002161243,0.0001618791,0.9967307,0.0001753672,0.0002734883,0.0001602639,0.0005323736,0.00011582,0.00002585946,0.00002361529,0.00144698,0.000137529],"study_design_scores_gemma":[0.01278446,0.0009315033,0.9823379,0.0001231969,0.002439395,0.0001095592,0.0001373817,0.0006595477,0.0001295397,0.00003716094,0.00008995437,0.0002204099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967332,0.001594434,0.0001025744,0.0002963627,0.0002091239,0.0004721703,0.0001402495,0.00004706861,0.0004048317],"genre_scores_gemma":[0.9976709,0.0008527886,0.0003823465,0.0001372504,0.0004961404,0.0001367012,0.00002020035,0.00004284358,0.0002607514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439281,"threshold_uncertainty_score":0.7016513,"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."}}