{"id":"W3165507001","doi":"10.1111/trf.14903","title":"Abstract Presentations from the AABB Annual Meeting Boston, MA, October 13–16, 2018","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Gerontology; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001172816,0.001234429,0.0009102157,0.001011685,0.0009609931,0.00244909,0.0009310158,0.001731858,0.3901309],"category_scores_gemma":[0.001466289,0.0002525768,0.0007288945,0.0004188432,0.0002641268,0.0006159499,0.0009830175,0.001426769,0.1830499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121599,"about_ca_system_score_gemma":0.001291381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121242,"about_ca_topic_score_gemma":0.00602028,"domain_scores_codex":[0.9994542,0.00006314734,0.0000329442,0.00007985093,0.0002400625,0.0001297176],"domain_scores_gemma":[0.9987242,0.00009550334,0.0000617789,0.00003405718,0.0006693657,0.0004151373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006417762,0.0001752241,0.0003890751,0.0001350519,0.00002047092,0.0001578459,0.00001742339,0.0001289846,0.001695002,0.000274608,0.942917,0.05344761],"study_design_scores_gemma":[0.0001922512,0.0002338824,0.00275292,0.0001751655,0.00002692888,0.0001608637,0.00006124283,0.0002794005,0.001189431,0.0005617223,0.9943503,0.00001599618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.012783,0.02916919,0.003731005,0.07564431,0.2986598,0.001064183,0.00602715,0.001329131,0.5715923],"genre_scores_gemma":[0.00870858,0.007584182,0.0005164301,0.003337689,0.03462983,0.00009045414,0.002083349,0.0001507387,0.9428988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3901309,"threshold_uncertainty_score":0.8699042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672230622412516,"score_gpt":0.2733445954049004,"score_spread":0.2566222891807752,"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."}}