{"id":"W7033587318","doi":"","title":"Quirks and Quarks: Bovine Blood Transfusion","year":2004,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood transfusion; Human blood; Blood bank; Blood preservation; Pandemic; Cover (algebra)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002138132,0.000217863,0.000251917,0.00003655361,0.0007151795,0.0001167255,0.0002736147,0.0001992175,0.00002268642],"category_scores_gemma":[0.00001349262,0.0001199366,0.0001193818,0.0003718872,0.0001446593,0.0006678802,0.0001031156,0.0003054382,0.00002468712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579264,"about_ca_system_score_gemma":0.00001821543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006238443,"about_ca_topic_score_gemma":0.01310161,"domain_scores_codex":[0.9986292,0.0001118053,0.0001779604,0.0004501683,0.000243172,0.0003877128],"domain_scores_gemma":[0.9994239,0.00008940471,0.00007488699,0.00008544142,0.00009406283,0.0002323591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007213081,0.0002010068,0.9888013,0.00004112389,0.00003637482,0.00005896413,0.0006404186,0.00000111685,0.008946123,0.0001212039,9.673904e-7,0.001079291],"study_design_scores_gemma":[0.001151564,0.0006075754,0.9923553,0.0001165139,0.00006580821,0.00002852607,0.001379706,1.890641e-8,0.00112132,0.0004401982,0.002451888,0.0002815929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963698,0.0004634282,0.00001877345,0.002527156,0.0001059937,0.00024248,0.00004039105,0.0001392535,0.00009277121],"genre_scores_gemma":[0.9959602,0.002728237,0.00002593206,0.0004569182,0.000171099,0.000001082577,0.00002895378,0.000002509376,0.0006250141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303922,"threshold_uncertainty_score":0.7311004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06499960669897854,"score_gpt":0.2768955443720859,"score_spread":0.2118959376731073,"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."}}