{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05101237,0.0009714271,0.000812875,0.003666085,0.01590488,0.005588634,0.005062799,0.00193995,0.005026002],"category_scores_gemma":[0.05968512,0.0008259605,0.001212378,0.00283373,0.004295758,0.002256194,0.01053853,0.002228918,0.0004428848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.135895,"about_ca_system_score_gemma":0.547545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8446255,"about_ca_topic_score_gemma":0.9319222,"domain_scores_codex":[0.9446192,0.02656315,0.002423111,0.002774927,0.01564109,0.007978574],"domain_scores_gemma":[0.8779009,0.01343189,0.005924723,0.00351745,0.05886927,0.0403557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00189306,0.009982517,0.1196227,0.006979282,0.0003347398,0.00146968,0.07607002,0.002911479,0.003302836,0.007540957,0.0381625,0.7317303],"study_design_scores_gemma":[0.006323367,0.01614836,0.3461161,0.01472026,0.0009603161,0.0007176943,0.2023098,0.01251163,0.007428946,0.005932781,0.3861816,0.0006491742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775813,0.005656661,0.02050038,0.03444358,0.001694306,0.09390717,0.002359637,0.0009055802,0.06471974],"genre_scores_gemma":[0.8360151,0.002683403,0.1255188,0.005229466,0.0001403176,0.02158138,0.0009214939,0.00009851142,0.007811483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553745,"threshold_uncertainty_score":0.9859916,"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."}}