{"id":"W4236259651","doi":"10.1111/j.0958-7578.2005.00597.x","title":"Abstracts of the Joint Conference of the Canadian Society for Transfusion Medicine, Canadian Blood Services and Héma‐Québec, Banff, Alberta, Canada, 21–24 April 2005","year":2005,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Transfusion medicine; Library science; Blood transfusion; Medicine; Family medicine; Computer science; Surgery","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":[],"category_scores_codex":[0.0009021915,0.0003186048,0.0004941619,0.0002062339,0.0008033128,0.00003621447,0.0005277313,0.0001828474,0.00210554],"category_scores_gemma":[0.0001459137,0.0001877336,0.0001663746,0.00051043,0.0004386428,0.0005024584,0.00002484916,0.0003608808,0.000002295156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091799,"about_ca_system_score_gemma":0.00204745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998189,"about_ca_topic_score_gemma":0.9999969,"domain_scores_codex":[0.9974643,0.00003427222,0.0008590101,0.0003814459,0.000784239,0.0004767463],"domain_scores_gemma":[0.9982904,0.0002516913,0.0003973647,0.0004128469,0.0004619564,0.0001857882],"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":[0.00119752,0.00161441,0.1979202,0.01703447,0.003034056,0.00003924891,0.06105209,0.001820283,0.1148087,0.0808702,0.3846708,0.135938],"study_design_scores_gemma":[0.006649625,0.00006954971,0.155314,0.00133894,0.001593227,0.0000211415,0.003784375,0.002354294,0.003168156,0.0003490285,0.8248641,0.0004936013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687461,0.0009328835,0.00003153045,0.4034792,0.000981818,0.001389518,0.00006238021,0.00002083606,0.02435571],"genre_scores_gemma":[0.9807919,0.0008598101,0.00005933678,0.01653525,0.0005303489,0.0000227318,0.00002826958,0.00003160716,0.001140773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4401933,"threshold_uncertainty_score":0.9988067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827353993907904,"score_gpt":0.2077168991861434,"score_spread":0.1894433592470643,"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."}}