{"id":"W4403679808","doi":"10.1016/j.transci.2024.104023","title":"People, places and things: The new WAA board","year":2024,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Internet privacy; Business; Computer science","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":[0.009059222,0.0005136097,0.0003916016,0.001475024,0.008712497,0.01655629,0.001072088,0.006906255,0.0260231],"category_scores_gemma":[0.01444267,0.0006500076,0.0005364573,0.001358987,0.007231069,0.01197559,0.006433791,0.01015533,0.004371332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187419,"about_ca_system_score_gemma":0.01238036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02164334,"about_ca_topic_score_gemma":0.04859413,"domain_scores_codex":[0.9942729,0.00210286,0.0003882262,0.000647933,0.001388671,0.001199484],"domain_scores_gemma":[0.9898244,0.002126976,0.0004599145,0.0006836874,0.002521737,0.004383317],"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":[0.00005274784,0.00008624602,0.003483741,0.00009553831,0.00001930127,0.0002319431,0.005054895,0.00009833986,0.000619381,0.1237579,0.7173187,0.1491812],"study_design_scores_gemma":[0.000004143698,0.00001109108,0.001237645,0.00008672196,0.000004181577,0.00004895901,0.002454618,0.0000328005,0.00004719297,0.005984275,0.9900732,0.00001523469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01611429,0.02433759,0.003693043,0.7401373,0.04433817,0.00007410532,0.0001002257,0.0002095213,0.1709956],"genre_scores_gemma":[0.2231424,0.0133054,0.00460426,0.1322056,0.01259469,0.0002378019,0.0001769302,0.0004415876,0.6132914],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0260231,"threshold_uncertainty_score":0.08705592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572141646227386,"score_gpt":0.2030093691688088,"score_spread":0.1964372275225814,"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."}}