{"id":"W3210108758","doi":"10.1111/vox.13211","title":"Development and evaluation of a community of practice to improve stem cell donor recruitment in Canada","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; University of Regina; McMaster University; Laurentian University; University of Ottawa; Simon Fraser University; University of British Columbia; Queen's University; University of Waterloo; Wilfrid Laurier University; Stem Cell Network","funders":"Canadian Blood Services; Doctors of BC","keywords":"Stakeholder; Community of practice; Medicine; Family medicine; Psychology; Public relations; Political science","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":[0.0007332703,0.00006262403,0.0002346,0.00004641104,0.00001411777,0.000001410393,0.00003758783,0.00002475846,0.00002363869],"category_scores_gemma":[0.000421105,0.00005843835,0.00001457499,0.0001634845,0.00001268356,0.00002368897,0.000049731,0.00008497376,5.242262e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222687,"about_ca_system_score_gemma":0.002007954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3336011,"about_ca_topic_score_gemma":0.4665227,"domain_scores_codex":[0.9989833,0.0002211404,0.0003020802,0.00007668707,0.0003357958,0.00008104398],"domain_scores_gemma":[0.9987767,0.0002939816,0.0001391452,0.0001938564,0.0005414147,0.00005489531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005606666,0.001041639,0.09343079,0.001761231,0.0003529159,0.00005555154,0.1781658,0.00005781857,0.1145611,0.00006313164,0.002689553,0.6072598],"study_design_scores_gemma":[0.001681899,0.0002019055,0.06460453,0.0005812749,0.0001463368,0.000002666758,0.07436246,0.00004069387,0.8098282,0.000006678853,0.04846019,0.00008318452],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932595,0.002089894,0.00000919829,0.0003564433,0.00006361683,0.0003726453,0.00001728127,0.000001706787,0.003829663],"genre_scores_gemma":[0.9926931,0.0000914859,0.006823619,0.0002550715,0.000008370729,0.00003631722,0.00001440282,0.00000495956,0.00007273324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6952671,"threshold_uncertainty_score":0.6708365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2852929881826041,"score_gpt":0.4458352942901991,"score_spread":0.1605423061075951,"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."}}