{"id":"W4200477315","doi":"10.1111/trf.16755","title":"Sexual risk behavior questions: Understanding and mitigating donor discomfort","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Canadian Blood Services; Carleton University","funders":"","keywords":"Sexual behavior; Psychology; Medicine; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003106445,0.0001496442,0.0001466022,0.0001290658,0.0006314504,0.0003814287,0.00006823618,0.00007591888,0.0006241305],"category_scores_gemma":[0.00006002134,0.0001434989,0.0000478337,0.0003575677,0.00005743847,0.001440793,0.00004043395,0.0002340427,0.00002473191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002092244,"about_ca_system_score_gemma":0.00002487946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940218,"about_ca_topic_score_gemma":0.002126422,"domain_scores_codex":[0.9989596,0.00002671915,0.0002500554,0.0003335951,0.0002431474,0.0001868819],"domain_scores_gemma":[0.999581,0.0000935452,0.0001030771,0.0001449655,0.00005423023,0.00002320744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318488,0.0009699629,0.6041281,0.0005560431,0.0001236554,0.0002057564,0.001349779,0.00005386421,0.02868912,0.2139118,0.0005574127,0.1493227],"study_design_scores_gemma":[0.01880705,0.0002144549,0.6379464,0.001172233,0.005766961,0.0004079324,0.0607987,0.01846181,0.007420476,0.08294509,0.1616561,0.004402769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805951,0.0002667713,0.00866193,0.00133842,0.0003428011,0.0002318237,0.000008805322,0.0001792096,0.008375204],"genre_scores_gemma":[0.9976375,0.0004587824,0.0007427556,0.000611354,0.0002584594,0.00002593081,0.00004638289,0.00002366665,0.0001951386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610987,"threshold_uncertainty_score":0.6833792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701932167219166,"score_gpt":0.2663703892277666,"score_spread":0.2293510675555749,"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."}}