{"id":"W2164348821","doi":"10.1111/vox.12082","title":"Blood donation clusters in <scp>Q</scp>uébec, <scp>C</scp>anada (2003–2008): spatial variations according to sex and age","year":2013,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Blood donor; Donation; Demography; Medicine; Geography; Blood donations; Immunology","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":[0.000462203,0.0002906208,0.0002951089,0.0007672471,0.0003397837,0.0008984077,0.0002693305,0.0001546238,0.0002450605],"category_scores_gemma":[0.003408327,0.0002992462,0.00005555485,0.001403998,0.00004197851,0.00211733,0.0001690859,0.0002581378,0.0004220174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003327691,"about_ca_system_score_gemma":0.00006112352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552562,"about_ca_topic_score_gemma":0.007878881,"domain_scores_codex":[0.997985,0.00005484582,0.0004947609,0.0005305417,0.0004764924,0.0004583378],"domain_scores_gemma":[0.9983293,0.0007641355,0.0002760245,0.0002663414,0.0002927373,0.00007145706],"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":[0.00004416443,0.003499989,0.3224713,0.001217242,0.0009191867,0.000437444,0.01968001,0.001387462,0.02549922,0.05941172,0.3661685,0.1992638],"study_design_scores_gemma":[0.004962682,0.0000687006,0.1770453,0.0001376792,0.0003998841,0.00002093085,0.01325169,0.009866538,0.0009624523,0.002554131,0.7903525,0.0003775598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074067,0.0002015722,0.002517016,0.004284275,0.001129158,0.001240757,0.00001484711,0.000266378,0.08293927],"genre_scores_gemma":[0.9895086,0.00005769913,0.001149328,0.00602597,0.0007357924,0.0001400983,0.0000710676,0.00005068826,0.002260757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.424184,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215644065589407,"score_gpt":0.2205179993414265,"score_spread":0.2083615586855324,"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."}}