{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005885143,0.0002067757,0.0002351901,0.001661181,0.0009743585,0.000714404,0.0006744454,0.0002430277,0.002112882],"category_scores_gemma":[0.00152956,0.0001596433,0.0002715676,0.002624096,0.0006257304,0.0002817191,0.0005589669,0.0002492686,0.0001692475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009405772,"about_ca_system_score_gemma":0.006022871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679557,"about_ca_topic_score_gemma":0.9815035,"domain_scores_codex":[0.9996307,0.00005477314,0.00002449139,0.0001021601,0.00007711723,0.0001107508],"domain_scores_gemma":[0.9982721,0.0002601438,0.0004945378,0.00007703109,0.0006478726,0.0002483707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055366,0.00001604238,0.9903547,0.00004261875,0.00005372502,0.00008124965,0.0008070852,0.0003117934,0.0003727577,0.0001115376,0.001086893,0.006656209],"study_design_scores_gemma":[0.00000218508,0.000009730673,0.9982995,0.00001234121,0.00000752395,0.00003859225,0.0006965154,0.0003887179,0.00005336071,0.00001099959,0.0004753458,0.000005207426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946296,0.0003561572,0.000341384,0.00009096922,0.000005210541,0.00005130632,0.003463007,0.00002432405,0.001037911],"genre_scores_gemma":[0.9973417,0.000109196,0.0003698318,0.00001813471,0.000001977341,0.00002441835,0.001353123,0.000003807348,0.0007777847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03204429,"threshold_uncertainty_score":0.06824398,"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."}}