{"id":"W3213670395","doi":"10.1182/blood-2021-148904","title":"Saving Lives with Pride: Development and Evaluation of Multimedia Resources to Engage Gay, Bisexual, and Queer Men in Canada As Stem Cell Donors","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa; Stem Cell Network; Hospital for Sick Children; Queen's University; McMaster University; University of Toronto","funders":"","keywords":"Men who have sex with men; Social media; Medicine; Family medicine; Human immunodeficiency virus (HIV); World Wide Web; 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":[0.006299276,0.0007641055,0.0004626582,0.0009803338,0.003847535,0.002413392,0.00181627,0.0007037481,0.008605469],"category_scores_gemma":[0.01439677,0.0002844295,0.0006952672,0.0009638462,0.00113414,0.001105777,0.003095032,0.001106907,0.0006501928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148613,"about_ca_system_score_gemma":0.04187372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3419812,"about_ca_topic_score_gemma":0.6633709,"domain_scores_codex":[0.997007,0.001448433,0.0001222846,0.0001529862,0.0006917458,0.0005775791],"domain_scores_gemma":[0.9921367,0.002284431,0.0004066277,0.0003099169,0.002265195,0.002597165],"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":[0.004058844,0.02528488,0.04725882,0.008273906,0.0002558131,0.001352184,0.07388249,0.002420298,0.006410497,0.002338799,0.06398594,0.7644775],"study_design_scores_gemma":[0.006563912,0.02547065,0.2631974,0.01239044,0.002128134,0.0006788245,0.1916678,0.01033972,0.01969007,0.004175465,0.4629788,0.0007187752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272044,0.001286766,0.003198494,0.004493919,0.0002925634,0.02152611,0.003180099,0.0005176913,0.03830003],"genre_scores_gemma":[0.8729874,0.003982905,0.06775889,0.00356766,0.0001443767,0.03138173,0.003208541,0.0001640402,0.01680443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6580188,"threshold_uncertainty_score":0.6799814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05793053342378043,"score_gpt":0.3369137688867634,"score_spread":0.278983235462983,"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."}}