{"id":"W3129465484","doi":"10.1111/trf.16328","title":"<scp>COVID</scp>‐19 convalescent plasma: Interim recommendations from the <scp>AABB</scp>","year":2021,"lang":"en","type":"review","venue":"Transfusion","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network; Canadian Blood Services","funders":"National Institute for Health and Care Research","keywords":"Convalescent plasma; Coronavirus disease 2019 (COVID-19); Interim; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; Medicine; Internal medicine; Political science; Outbreak","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001672618,0.0008960526,0.003231597,0.0002394667,0.0005928462,0.0001274857,0.0008751407,0.0007084737,0.0006275786],"category_scores_gemma":[0.05010481,0.0005809028,0.001777184,0.00100151,0.0004496186,0.00009560131,0.0006034836,0.002890997,0.0006625879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007690965,"about_ca_system_score_gemma":0.002401215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000701802,"about_ca_topic_score_gemma":0.0003579127,"domain_scores_codex":[0.9933981,0.00131907,0.001704724,0.001458098,0.001201024,0.0009189632],"domain_scores_gemma":[0.9363153,0.06051891,0.0003979221,0.001599283,0.0003712583,0.0007973568],"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":[0.0000126703,0.000830208,0.0002935849,0.01783706,0.001445614,0.0002540313,0.00231954,0.000001764041,0.00003155734,0.0001152188,0.1519817,0.8248771],"study_design_scores_gemma":[0.001430869,0.0002975487,0.0001370662,0.02335941,0.002397196,0.00001569166,0.0006617742,0.00003202687,0.000008890664,0.00005300597,0.9715143,0.00009216576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002698395,0.9861095,0.001480642,0.004147034,0.001352088,0.003549356,0.001005402,0.0002488143,0.001837325],"genre_scores_gemma":[0.00006989657,0.9878234,0.0002975454,0.002528384,0.0009453346,0.0004628139,0.00181524,0.0001454277,0.005911916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8247849,"threshold_uncertainty_score":0.9996642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590076515192018,"score_gpt":0.4600568137049812,"score_spread":0.3010491621857794,"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."}}