{"id":"W3088641408","doi":"10.1111/vox.13010","title":"Development and evaluation of stem cell collection procedure diagrams to support the education and recruitment of committed stem cell donors","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Canadian Blood Services; McGill University; University of Calgary; Western University; McMaster University; University of Toronto; University of Ottawa; Stem Cell Network; University of British Columbia","funders":"Canadian Blood Services; Doctors of BC","keywords":"Stakeholder; Stem cell; Donation; Ethnic group; Medicine; Psychology; Family medicine; Biology; 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":[0.04446083,0.0008005736,0.0003929778,0.003174086,0.001856911,0.003057939,0.002863821,0.0008018467,0.004211379],"category_scores_gemma":[0.1207651,0.000481431,0.0006050726,0.001506545,0.001274763,0.001883944,0.002706615,0.0008474867,0.0007463817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008851613,"about_ca_system_score_gemma":0.02928006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02847106,"about_ca_topic_score_gemma":0.06457056,"domain_scores_codex":[0.9726378,0.01860865,0.001535586,0.0007517861,0.005554089,0.0009120504],"domain_scores_gemma":[0.8322166,0.09197427,0.01093927,0.006752671,0.05047687,0.007640235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00107695,0.004582018,0.05564589,0.007353067,0.0001099753,0.0009613342,0.07652482,0.005137431,0.01260256,0.005257905,0.02330619,0.8074418],"study_design_scores_gemma":[0.001339329,0.01145461,0.1592332,0.01405226,0.0008992156,0.001841416,0.1176802,0.02519358,0.05243526,0.004921019,0.6103312,0.0006186428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312603,0.001818574,0.1135109,0.003733057,0.0003962594,0.01511659,0.001326686,0.004223766,0.02861391],"genre_scores_gemma":[0.569322,0.001989603,0.4113563,0.0005876973,0.00005619652,0.005886009,0.001862012,0.0003708954,0.00856924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04446083,"threshold_uncertainty_score":0.2351342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801669161264733,"score_gpt":0.3143584714422064,"score_spread":0.234191555315733,"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."}}