{"id":"W4282026975","doi":"10.1016/j.tmrv.2022.06.003","title":"Home Delivery: Transfusion Services When and Where They Are Needed","year":2022,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"National Health and Medical Research Council","keywords":"Medicine; Intensive care medicine; Medical emergency; Pandemic; Health care; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002109017,0.001567978,0.00780392,0.0009216371,0.0005092897,0.00004242695,0.0006510429,0.000577344,0.01350681],"category_scores_gemma":[0.00003518286,0.001010619,0.00142048,0.0008803597,0.0001976424,0.0001649627,0.0001653154,0.001824608,0.0001618771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783216,"about_ca_system_score_gemma":0.0001735704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00488681,"about_ca_topic_score_gemma":0.004569409,"domain_scores_codex":[0.9925839,0.001053497,0.002604916,0.001665529,0.001331693,0.0007604318],"domain_scores_gemma":[0.9966217,0.0002885285,0.0007332586,0.001474003,0.0000910803,0.000791426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009461525,0.0002375885,0.00002957736,0.1583652,0.0002816605,0.0001665985,0.001586214,4.691633e-8,0.0000106424,0.00005266073,0.009243903,0.8299313],"study_design_scores_gemma":[0.003311904,0.000748864,0.00001853902,0.09482923,0.01138511,0.0004971533,0.001381891,0.000004514291,3.388293e-7,0.00004052517,0.8870042,0.0007777095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001077052,0.9813918,0.00008530262,0.003862782,0.0008866875,0.009877793,0.00006130212,0.0002964848,0.003430078],"genre_scores_gemma":[9.949517e-7,0.9919308,0.0002847837,0.003277569,0.0006175028,0.00101987,0.0005123776,0.0002459259,0.002110184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8777603,"threshold_uncertainty_score":0.9997069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817993496438468,"score_gpt":0.3226826806891958,"score_spread":0.2545027457248111,"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."}}