{"id":"W4294671557","doi":"10.1111/trf.17087","title":"Why We Swab: A library of stories in stem cell donation","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Manitoba; University of Regina; University of Toronto; Western University; Humber Polytechnic; Queen's University; McMaster University; University of New Brunswick; Stem Cell Network; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Donation; Ambivalence; Social media; Medicine; Stem cell; Family medicine; Psychology; Political science; Social psychology; World Wide Web; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003022173,0.0005095039,0.0002083598,0.0008954331,0.004401126,0.004761105,0.001204956,0.0007921488,0.02450384],"category_scores_gemma":[0.01108866,0.0002883103,0.0003961037,0.000997782,0.002161768,0.003543079,0.004696932,0.0008367997,0.003320618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003254274,"about_ca_system_score_gemma":0.0108557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0323959,"about_ca_topic_score_gemma":0.1173599,"domain_scores_codex":[0.9981753,0.0009889919,0.0000700425,0.0001203173,0.0003661295,0.0002791682],"domain_scores_gemma":[0.9867793,0.004100422,0.001026183,0.001012712,0.001732245,0.005349024],"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":[0.001000293,0.001501092,0.04340652,0.001952486,0.0000854203,0.002273216,0.07784693,0.0007931107,0.005336119,0.00548972,0.1809671,0.6793481],"study_design_scores_gemma":[0.0001334191,0.0007521615,0.03493425,0.001203518,0.0001680921,0.001501984,0.04610904,0.001081234,0.008356474,0.003722546,0.9019108,0.0001264405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612668,0.008111036,0.04117302,0.03398501,0.001032632,0.00352343,0.005564828,0.009468467,0.2844736],"genre_scores_gemma":[0.8429151,0.005617397,0.06804354,0.004435458,0.0004021153,0.001672918,0.002923942,0.0008046626,0.07318479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0323959,"threshold_uncertainty_score":0.08197349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719853308513498,"score_gpt":0.2529394060573412,"score_spread":0.2357408729722063,"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."}}