{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004609586,0.0001437492,0.0003076733,0.000430028,0.0003734184,0.0005288087,0.0002020815,0.000354133,0.0007013548],"category_scores_gemma":[0.004570691,0.00006016676,0.0001878427,0.0007410439,0.0003330726,0.0004047306,0.0003336638,0.0004089476,0.0001019203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004263485,"about_ca_system_score_gemma":0.0003906005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008694,"about_ca_topic_score_gemma":0.001243633,"domain_scores_codex":[0.9996434,0.0001043941,0.00006816805,0.00003555707,0.00007671565,0.00007166285],"domain_scores_gemma":[0.9974157,0.0004464582,0.001598616,0.00003761054,0.0001490331,0.0003525854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000295378,0.00004230886,0.9939965,0.00001762198,0.00001994324,0.0004255492,0.00006705809,0.0001419483,0.0001069677,0.00002020871,0.0001862107,0.004680274],"study_design_scores_gemma":[0.00003743122,0.0005638094,0.9945306,0.00003048792,0.00004244369,0.003375702,0.000275542,0.0005012275,0.0001340878,0.0001897319,0.0003102235,0.000008598874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983124,0.0007368122,0.00008220456,0.0002596408,0.000008662553,0.000008375498,0.00008811023,0.000004892733,0.0004989941],"genre_scores_gemma":[0.9994116,0.0002345323,0.00006725991,0.00005048605,0.0000312634,0.00000782377,0.0001615578,8.076755e-7,0.00003471302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008694,"threshold_uncertainty_score":0.003093421,"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."}}