{"id":"W7027192573","doi":"","title":"Canadian Blood Services are experiencing the lowest donor rate in a decade","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood donor; Morning; Joins; Blood donations; Blood collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008630694,0.0005096552,0.0003848084,0.0010747,0.006984597,0.003664905,0.0008880592,0.002019038,0.1493845],"category_scores_gemma":[0.002594968,0.0002580418,0.0004514462,0.002150256,0.0007035728,0.0007236879,0.001173032,0.001764417,0.03842965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.016478,"about_ca_system_score_gemma":0.06605756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958921,"about_ca_topic_score_gemma":0.9873421,"domain_scores_codex":[0.9982587,0.00003870124,0.00002371641,0.00005193462,0.0008771536,0.0007498375],"domain_scores_gemma":[0.9964558,0.00006403045,0.0000643273,0.00004200805,0.001541784,0.001831957],"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":[0.000007046826,0.000003546437,0.0004042217,0.00002096269,8.539751e-7,0.00001492932,0.00002978664,0.000007419758,0.00003787577,0.0005156933,0.988575,0.01038259],"study_design_scores_gemma":[0.00000675681,0.000004843135,0.005286184,0.00003344543,0.000004050872,0.00003526089,0.000270279,0.00001868423,0.00006896752,0.0001527385,0.9941076,0.00001106605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00504858,0.008397034,0.000349322,0.09802987,0.008189323,0.00009383662,0.01769424,0.001542907,0.860655],"genre_scores_gemma":[0.02125129,0.005749889,0.001019436,0.02182013,0.0005843208,0.00005467689,0.006940163,0.0005209402,0.9420592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1493845,"threshold_uncertainty_score":0.499741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005723175805736792,"score_gpt":0.1865862882966078,"score_spread":0.180863112490871,"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."}}