{"id":"W3212459009","doi":"10.1182/blood-2021-150763","title":"\"Building a More Inclusive Blood System in Canada\": A Mixed-Methods Evaluation of a Workshop to Guide Medical Students to Develop as Health Advocates Through Advancing Health Equity in Blood Product Donation for Gay, Bisexual, and Queer Men","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; Western University; Dalhousie University; University of Toronto; University of Saskatchewan; Stem Cell Network; University of Ottawa","funders":"","keywords":"Donation; Context (archaeology); Equity (law); Health care; Medicine; Public relations; Medical education; Nursing; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01143952,0.0002522523,0.0005930543,0.0004433674,0.0002213343,0.0001609906,0.0003365834,0.00007620575,0.0000238242],"category_scores_gemma":[0.007302024,0.0002605549,0.00003034222,0.002195164,0.00001754446,0.0007344748,0.0006596805,0.0002051608,0.000001110267],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005016578,"about_ca_system_score_gemma":0.006732787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3669343,"about_ca_topic_score_gemma":0.7533798,"domain_scores_codex":[0.9952357,0.0003870869,0.001187837,0.0007361633,0.001927957,0.0005252908],"domain_scores_gemma":[0.9973643,0.0004557999,0.0005428566,0.00026246,0.001279328,0.00009526498],"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":[0.0005987085,0.009178314,0.1552045,0.01424939,0.001485973,0.0002049423,0.025405,0.005062628,0.005510727,0.01885901,0.004095829,0.7601449],"study_design_scores_gemma":[0.1055651,0.0009223034,0.5018336,0.02523193,0.004755717,0.0004800496,0.2310484,0.02323738,0.04783695,0.006586645,0.0475202,0.004981839],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579701,0.002748957,0.003735055,0.03206099,0.0003275846,0.002688591,0.00001202514,0.00004573107,0.0004109981],"genre_scores_gemma":[0.9563,0.0001169813,0.03726463,0.00563538,0.0001548812,0.0004280923,0.00004706919,0.00003696748,0.00001604893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7551631,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668070005764825,"score_gpt":0.4593164958175214,"score_spread":0.3925094952410388,"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."}}