{"id":"W3204987244","doi":"10.1111/trf.16703","title":"Risk factors for intracranial hemorrhage in adults with acute leukemia","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Leukocytosis; Acute leukemia; Internal medicine; Platelet; Gastroenterology; Leukemia; Diabetes mellitus; White blood cell; Complication; Propensity score matching; Intracerebral hemorrhage; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001855595,0.0001989625,0.0003622807,0.000133191,0.00009612247,0.0000166614,0.00009590959,0.0001749073,0.0002791108],"category_scores_gemma":[0.00007985427,0.0001488286,0.0001121243,0.0004461088,0.00005880893,0.0001017384,0.00002038739,0.0005552147,0.00001744618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981165,"about_ca_system_score_gemma":0.0007557168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008097725,"about_ca_topic_score_gemma":0.00117873,"domain_scores_codex":[0.998458,0.00005920063,0.0002515497,0.0004493903,0.0003514633,0.0004304174],"domain_scores_gemma":[0.9991415,0.000181066,0.00003497537,0.0003086081,0.0001546819,0.0001792298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.064707,0.001526066,0.1894171,0.002518395,0.0007525873,0.02631811,0.01849396,0.0002880613,0.3021798,0.0002079633,0.001505459,0.3920855],"study_design_scores_gemma":[0.1129336,0.006871902,0.3632138,0.001803355,0.001465221,0.003406249,0.007367198,0.0805278,0.417111,0.0003718199,0.003255088,0.001672938],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893784,0.00006716997,0.007940826,0.0006575282,0.00007237715,0.0009828267,0.00009084686,0.00006879817,0.0007412049],"genre_scores_gemma":[0.9845906,0.0007528636,0.0133031,0.0001307078,0.0001435324,0.00006360779,0.0002334835,0.00005507654,0.0007270006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3904126,"threshold_uncertainty_score":0.6069055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072796840006802,"score_gpt":0.2671130494234221,"score_spread":0.2563850810233541,"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."}}