{"id":"W4415900082","doi":"10.1016/s2352-3026(25)00287-x","title":"Perspectives of potential haematopoietic stem-cell donors on education TikToks","year":2025,"lang":"en","type":"article","venue":"The Lancet Haematology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stem Cell Network; University of Toronto","funders":"","keywords":"Haematopoiesis; Social media; Public health; Affect (linguistics); Commercialization; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007075638,0.00009038699,0.0004125946,0.0001211123,0.0003764867,0.0000177296,0.0004198018,0.0001446388,0.00008850791],"category_scores_gemma":[0.0005202292,0.00007421467,0.00005645605,0.0003929695,0.0005752539,0.00004877957,0.00003166727,0.0002028534,0.00005646422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433672,"about_ca_system_score_gemma":0.001125068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168606,"about_ca_topic_score_gemma":0.0004757041,"domain_scores_codex":[0.9983661,0.0006723215,0.0002572295,0.0001955435,0.0001968989,0.0003119164],"domain_scores_gemma":[0.9980899,0.001167393,0.0001964236,0.0003330614,0.0001637511,0.00004943173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005976566,0.0002756289,0.008466447,0.0002181656,0.00001694854,0.000001435698,0.09445255,0.000007645237,0.000059908,0.8808321,0.008518974,0.007090484],"study_design_scores_gemma":[0.001693269,0.0002517949,0.06468811,0.0005645916,0.0002804976,0.00002586363,0.6733375,0.00004908318,0.004252737,0.1735865,0.08066998,0.0006000467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862138,0.00114454,0.00007716227,0.05075807,0.005585397,0.0008824798,0.000002149056,0.00005995286,0.05527647],"genre_scores_gemma":[0.9971706,0.0004111549,0.000151483,0.0006822276,0.000609186,0.0002880022,0.000001878819,0.000007356484,0.0006781291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7072455,"threshold_uncertainty_score":0.3278297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806970459555981,"score_gpt":0.3879551075529508,"score_spread":0.339885402957391,"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."}}