{"id":"W4411334613","doi":"10.1111/tme.13155","title":"Recruiting racialised youth to a stem cell registry in Canada","year":2025,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Outreach; Ethnic group; Focus group; Tracking (education); Young adult; Attrition; Diversity (politics); Gerontology; Medicine; Medical education; Psychology; Sociology; Political science; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006742885,0.000192921,0.0003776246,0.0008937739,0.01494151,0.003094638,0.001245552,0.0007459774,0.004324204],"category_scores_gemma":[0.006502948,0.0003018659,0.0003448465,0.001417725,0.002756976,0.0008222853,0.003817633,0.001211539,0.0003684532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03229452,"about_ca_system_score_gemma":0.1533445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9287399,"about_ca_topic_score_gemma":0.9698355,"domain_scores_codex":[0.9948363,0.001162178,0.0001534734,0.0003206003,0.0009852692,0.002542119],"domain_scores_gemma":[0.9931565,0.0007600896,0.0006392373,0.0001481801,0.00179635,0.003499658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002983909,0.0005958176,0.3080721,0.0005029103,0.00002313588,0.002156736,0.5839337,0.0001279673,0.002099701,0.004236927,0.01640173,0.08155098],"study_design_scores_gemma":[0.00005739053,0.0003568892,0.1961436,0.0007736728,0.00003373838,0.0004719571,0.746371,0.0002384167,0.0007481572,0.000566321,0.05417874,0.00006021374],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867685,0.0006920311,0.0002799946,0.004252258,0.00007453563,0.0004280958,0.0002288494,0.00002240861,0.007253132],"genre_scores_gemma":[0.9889699,0.001275675,0.001156144,0.003376179,0.00002117406,0.0002531072,0.0001934638,0.00001536292,0.004738865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07126009,"threshold_uncertainty_score":0.2343143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871394484732248,"score_gpt":0.2885977569129285,"score_spread":0.2598838120656061,"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."}}