{"id":"W6922096592","doi":"10.11575/prism/dspace/40970","title":"Improved access yet inequitable experience: gay, bisexual and other men who have sex with men’s views of more inclusive criteria for source plasma donation","year":2023,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Donation; Transgender; Context (archaeology); Queer; Sperm donation; Construct (python library); Homosexuality","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002478481,0.0003981904,0.0007937229,0.0006616703,0.0001450333,0.00003188026,0.0006249321,0.0003680752,0.0006973376],"category_scores_gemma":[0.00004263243,0.0004091769,0.00007391343,0.000268049,0.0006060139,0.0003353033,0.0007537951,0.0001521014,0.000009405478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300021,"about_ca_system_score_gemma":0.0001817378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009536422,"about_ca_topic_score_gemma":0.00547631,"domain_scores_codex":[0.998273,0.00009256538,0.0002418552,0.0006073285,0.0004347032,0.0003505984],"domain_scores_gemma":[0.998391,0.0001144428,0.0007478453,0.0004233336,0.0001935775,0.0001297823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002867798,0.0002518293,0.002837796,0.001442477,0.0009525758,0.00003506236,0.05302581,0.00003744306,0.009432818,0.0001841388,0.924976,0.003956271],"study_design_scores_gemma":[0.01004533,0.0008983741,0.0008765315,0.001195054,0.0006723019,0.00001148297,0.06383505,0.05999606,0.003979111,0.00004535332,0.8569764,0.001468874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05540615,0.0004325392,0.01089167,0.0001626948,0.0001449353,0.006838029,0.005959889,0.0009202205,0.9192439],"genre_scores_gemma":[0.003534742,0.00006271659,0.002228913,0.00005247102,0.00009223042,0.00001878731,0.0002790782,0.001226315,0.9925048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07326087,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658344769113966,"score_gpt":0.3130159039022458,"score_spread":0.2764324562111061,"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."}}