{"id":"W2756599346","doi":"10.1111/trf.14327","title":"The Stem Cell Club: a model for unrelated stem cell donor recruitment","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Canadian Blood Services; University Health Network; Ottawa Hospital; University of Manitoba; University of Ottawa; Simon Fraser University; Saskatchewan Science Centre; University of Saskatchewan; University of Regina; University of Toronto; Western University; University of British Columbia; Stem Cell Network; McMaster University","funders":"University of British Columbia; Stem Cell Network; Canadian Blood Services; Doctors of BC; University of Ottawa","keywords":"Stem cell; Ethnic group; Club; Medicine; Immunology; Demography; Family medicine; Biology; Political science; Genetics","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":[0.03450736,0.0007862689,0.0005142689,0.002043264,0.01287263,0.009629026,0.006644895,0.004008779,0.04350574],"category_scores_gemma":[0.02865628,0.0009185594,0.0008161433,0.001881385,0.009276432,0.006480053,0.01873833,0.007152522,0.01681678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01238668,"about_ca_system_score_gemma":0.09539258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06978565,"about_ca_topic_score_gemma":0.1953911,"domain_scores_codex":[0.9763618,0.01168894,0.0005913602,0.002059937,0.005718475,0.003579537],"domain_scores_gemma":[0.936258,0.006013337,0.001339922,0.003615718,0.006912017,0.04586108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004969202,0.001621766,0.0212643,0.0002921898,0.0000396322,0.00114905,0.01109022,0.001343859,0.000874932,0.08695758,0.6606001,0.2142695],"study_design_scores_gemma":[0.0006805842,0.000987319,0.007662409,0.0008504906,0.00003437961,0.001056772,0.01050873,0.006225914,0.0007501384,0.05173763,0.9192946,0.0002110528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06517542,0.002852447,0.1748625,0.3579265,0.01098686,0.01458348,0.002628272,0.006165599,0.3648189],"genre_scores_gemma":[0.3711702,0.00376792,0.2758196,0.121191,0.003625284,0.01564084,0.003418339,0.001970277,0.2033966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06978565,"threshold_uncertainty_score":0.1824946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003996454120161,"score_gpt":0.326678232532636,"score_spread":0.2262785871206199,"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."}}