{"id":"W3127826581","doi":"10.1016/s2666-6367(21)00386-9","title":"Engaging Gay, Bisexual, and Other Men Who Have Sex with Men (MSM) to Register As Stem Cell Donors in Canada: A Pilot Campaign","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Men who have sex with men; Register (sociolinguistics); Demography; Gerontology; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002103202,0.0001287047,0.0002024745,0.00006617267,0.00006631745,0.000024975,0.00002748228,0.00006280299,0.00006254106],"category_scores_gemma":[5.117125e-7,0.0000952799,0.00001102027,0.0001179275,0.00007194446,0.00003230189,0.000003480494,0.0001688628,9.218452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005233159,"about_ca_system_score_gemma":0.0003514238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1131043,"about_ca_topic_score_gemma":0.1453632,"domain_scores_codex":[0.9990469,0.00009842054,0.0001821646,0.0002588099,0.0002536736,0.0001600966],"domain_scores_gemma":[0.9996001,0.00004441101,0.00003799848,0.0001140753,0.00003407975,0.0001693855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008121269,0.0006826271,0.1249827,0.002551187,0.0005050131,0.002719878,0.1539726,0.0002144309,0.5712612,0.001682997,0.00163636,0.1316698],"study_design_scores_gemma":[0.04778614,0.004223978,0.1139152,0.001982771,0.0004503634,0.0008639656,0.08542573,0.01359379,0.6700357,0.0005428343,0.05923843,0.001941153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848203,0.001195932,0.002262521,0.003897715,0.00001561938,0.0003641296,0.00001355126,0.00001293099,0.007417295],"genre_scores_gemma":[0.9903775,0.001419477,0.00009951918,0.002484993,0.00003081948,0.00001394963,0.00004148427,0.00002185767,0.005510396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297286,"threshold_uncertainty_score":0.8928016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177904081193914,"score_gpt":0.2743879455168581,"score_spread":0.232608904704919,"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."}}