{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005586271,0.0003705107,0.000402679,0.0008790896,0.02323053,0.00350882,0.001617606,0.002762883,0.005516401],"category_scores_gemma":[0.007319455,0.0005700412,0.0004125263,0.0009171448,0.003820754,0.0009803748,0.003648199,0.004706498,0.0003435516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04681535,"about_ca_system_score_gemma":0.2431978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9791846,"about_ca_topic_score_gemma":0.9955285,"domain_scores_codex":[0.9957666,0.001077038,0.00008985214,0.0002183412,0.0009288918,0.001919292],"domain_scores_gemma":[0.9867567,0.001773618,0.0004775824,0.0001478477,0.002350175,0.008494132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001599562,0.00786306,0.2580406,0.0007931177,0.0001205784,0.002777045,0.3258209,0.0004685521,0.006715727,0.01009798,0.134606,0.2510969],"study_design_scores_gemma":[0.0008822205,0.002142023,0.3337584,0.0008711037,0.0001769365,0.0005633082,0.4583289,0.001326788,0.00212879,0.001605154,0.1979852,0.0002311805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230963,0.001484912,0.0005196164,0.04851964,0.0004968125,0.001809044,0.0003884931,0.00005292555,0.02363237],"genre_scores_gemma":[0.9522908,0.002221751,0.001843964,0.02498826,0.0001251895,0.0008022912,0.000185517,0.00002295366,0.01751932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04681535,"threshold_uncertainty_score":0.3396707,"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."}}