{"id":"W2994054754","doi":"10.1111/trf.15621","title":"Clinical outcomes and transfusion management following intracranial hemorrhage in patients with acute leukemia","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Acute leukemia; Internal medicine; Platelet; Platelet transfusion; Leukemia; White blood cell; 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":[0.0004647788,0.0002448461,0.0005723306,0.0001990486,0.00008515596,0.00002438088,0.0001046204,0.0001912993,0.0002800469],"category_scores_gemma":[0.000007890432,0.0001682285,0.000178993,0.0002663567,0.00005187335,0.0001809733,0.00003525305,0.000592355,0.0000696961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115102,"about_ca_system_score_gemma":0.00005645063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171022,"about_ca_topic_score_gemma":0.00007075325,"domain_scores_codex":[0.9978549,0.00007298205,0.0004688725,0.0005340584,0.0006330194,0.0004361982],"domain_scores_gemma":[0.9993714,0.00006627124,0.00003130759,0.0003050732,0.00004191829,0.0001839978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002388075,0.0003201202,0.8174298,0.000214699,0.00008738154,0.0008082137,0.0001681634,0.000002041245,0.0003602563,0.00002961446,0.000004697717,0.178187],"study_design_scores_gemma":[0.01731329,0.001110151,0.9772764,0.0001609687,0.0001997793,0.00002538806,0.0001092361,0.00343124,0.0001018795,0.00002590434,0.00002291262,0.00022288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947072,0.0000279366,0.000484742,0.0004323144,0.0002233228,0.001823305,0.00000538313,0.00006061537,0.002235128],"genre_scores_gemma":[0.9926109,0.0002505107,0.005778671,0.0002415794,0.00003693588,0.00001966505,0.00003827459,0.00003701327,0.0009864169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779641,"threshold_uncertainty_score":0.686016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009041518649121102,"score_gpt":0.280639751689733,"score_spread":0.2715982330406119,"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."}}