{"id":"W4392782463","doi":"10.1111/vox.13596","title":"Advancing gender inclusivity for <scp>Two‐Spirit</scp>, trans, nonbinary and other gender‐diverse blood and plasma donors","year":2024,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Victoria Heart Institute Foundation; University of Victoria; Western University; Canadian Blood Services; Carleton University","funders":"Health Canada; Canadian Blood Services","keywords":"Thematic analysis; Blood donor; Harm; Donation; Medicine; Qualitative research; Gender disparity; Qualitative property; Family medicine; Psychology; Social psychology; Gender studies; Political science; Immunology; Sociology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005196194,0.0002475779,0.0002179159,0.000312109,0.0003911573,0.000503727,0.000123383,0.0001042234,0.0001872247],"category_scores_gemma":[0.0001326512,0.0002304018,0.00009235332,0.0003108812,0.00008060018,0.00136286,0.0001143608,0.0001814624,0.00004227047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009348075,"about_ca_system_score_gemma":0.00002856647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002661103,"about_ca_topic_score_gemma":0.0003165017,"domain_scores_codex":[0.9986747,0.00001968757,0.0002550209,0.0004997329,0.0002248499,0.0003260091],"domain_scores_gemma":[0.999258,0.00037936,0.00009062418,0.0001518683,0.00007705748,0.00004302514],"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":[0.0004916921,0.002368575,0.2258007,0.01469363,0.003066883,0.0009031005,0.02221924,0.0002499065,0.0328832,0.2362108,0.07860189,0.3825104],"study_design_scores_gemma":[0.002902552,0.00004459949,0.005634189,0.00007896469,0.0008015229,0.0000447155,0.002521226,0.006185032,0.0005952666,0.005074315,0.9758475,0.0002701067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597645,0.002977949,0.001944052,0.00175978,0.0007710191,0.000646292,0.00007506586,0.0003898722,0.03167141],"genre_scores_gemma":[0.9938096,0.0002135157,0.001747967,0.003099927,0.0007122956,0.00003818879,0.00001863189,0.00006120049,0.0002986685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8972456,"threshold_uncertainty_score":0.9395513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615280123190358,"score_gpt":0.270360480170813,"score_spread":0.2442076789389095,"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."}}