{"id":"W2015778978","doi":"10.12927/hcq..16703","title":"Lynda Cranston, Chief Executive Officer, Canadian Blood Services","year":2000,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chief executive officer; Officer; Management; Health administration; Psychology; Medicine; Nursing; Political science; Public health; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002581748,0.0002449817,0.0002354405,0.0003583586,0.0005838171,0.0004096492,0.0002973977,0.0001500721,0.005093122],"category_scores_gemma":[0.000004335665,0.0002446289,0.00008823263,0.0005977203,0.00003970148,0.001736201,0.000005559586,0.0002828378,0.002350991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002977637,"about_ca_system_score_gemma":0.0001968759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5644809,"about_ca_topic_score_gemma":0.7010153,"domain_scores_codex":[0.9982526,0.00003683861,0.0003850985,0.0004352079,0.0003374231,0.0005528626],"domain_scores_gemma":[0.9991612,0.00003595935,0.0001362481,0.000311357,0.0002393344,0.0001159419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002632106,0.0006510197,0.02046679,0.001566419,0.0002082186,0.0002807459,0.005671864,0.00001128693,0.00006985925,0.0604821,0.007123555,0.9032049],"study_design_scores_gemma":[0.001350599,0.00011857,0.0321388,0.0001073109,0.0001169429,0.00002497519,0.002642295,0.000250478,0.000009693671,0.001459465,0.9613276,0.0004532421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6917549,0.0008244159,0.000009211501,0.06339134,0.0008895498,0.0007266737,0.00005118863,0.0004744852,0.2418783],"genre_scores_gemma":[0.9722197,0.00006474061,0.00006994023,0.02537434,0.0007929592,0.00003260429,0.0001080751,0.00003820535,0.001299437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9542041,"threshold_uncertainty_score":0.9984258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105123258321997,"score_gpt":0.2369519738616009,"score_spread":0.2264396480294012,"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."}}