{"id":"W4243795075","doi":"10.1016/j.transci.2006.08.002","title":"","year":2006,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Apheresis; Certification; Active listening; Medical education; Political science; Medicine; Library science; Psychology; Computer science; Law; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006334061,0.0003125652,0.0001818684,0.001159259,0.001301213,0.002949051,0.0006317144,0.001003012,0.3749904],"category_scores_gemma":[0.002091096,0.0001397437,0.0002074756,0.00081804,0.0005031701,0.0009775278,0.001236565,0.0007295707,0.2488432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232167,"about_ca_system_score_gemma":0.002153091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003681693,"about_ca_topic_score_gemma":0.006459798,"domain_scores_codex":[0.9994676,0.0000449983,0.0000212929,0.00008209383,0.0003064428,0.00007762199],"domain_scores_gemma":[0.9987462,0.0001074363,0.00004415801,0.0002280303,0.0006226027,0.0002516034],"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":[0.0001042088,0.0001008796,0.002215895,0.00008746152,0.000005559528,0.0002032826,0.0003594431,0.000161743,0.002924196,0.07881466,0.5801101,0.3349125],"study_design_scores_gemma":[0.000004828661,0.00001207354,0.001421394,0.00002308087,0.000002068114,0.0001126346,0.0000967098,0.00007207852,0.0008720196,0.003354768,0.9940247,0.000003773476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002809724,0.0003444607,0.00234324,0.003767733,0.001179927,0.00008035862,0.001031458,0.0004993339,0.9879438],"genre_scores_gemma":[0.01169504,0.0003365646,0.001142187,0.0008310321,0.0001674661,0.00003323508,0.0008766456,0.00007533023,0.9848425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6250097,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221268331880026,"score_gpt":0.224236878361373,"score_spread":0.2120241950425727,"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."}}