{"id":"W1553825923","doi":"10.1111/tme.12097","title":"Transfusion medicine on American television","year":2013,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transfusion medicine; Blood transfusion; Medicine; Donation; Quarter (Canadian coin); Blood donor; Advertising; Family medicine; Surgery; Political science; History; Business; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009530776,0.0004920649,0.0007138773,0.0008941295,0.0004763622,0.00008686764,0.0004384794,0.0001295464,0.03186192],"category_scores_gemma":[0.0003269436,0.0003285439,0.0001276391,0.001661205,0.0005578962,0.001706503,0.00003077249,0.0005442595,0.002367862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289959,"about_ca_system_score_gemma":0.00001902357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756592,"about_ca_topic_score_gemma":0.0007166514,"domain_scores_codex":[0.9964564,0.00006885973,0.0008821527,0.0007342576,0.001354665,0.0005035943],"domain_scores_gemma":[0.9982458,0.0004108555,0.0003262872,0.000525088,0.000387317,0.0001046845],"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":[0.0006582828,0.0007595831,0.006045003,0.0003370479,0.00008771841,0.00004604207,0.001023894,0.00003794297,0.06389732,0.03518232,0.08661364,0.8053112],"study_design_scores_gemma":[0.01477002,0.001576402,0.1076121,0.001573535,0.0006379256,0.00003527647,0.005211345,0.003288196,0.001027465,0.008205882,0.8546427,0.001419172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6002781,0.0002904914,0.003862944,0.2050116,0.001614687,0.001529501,0.000002107477,0.0007162135,0.1866943],"genre_scores_gemma":[0.9533505,0.003893838,0.0001810425,0.03825963,0.002984279,0.00009373372,0.00007829539,0.00008576517,0.001072923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803892,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209325201658841,"score_gpt":0.2637168031938911,"score_spread":0.242784283028007,"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."}}