{"id":"W1985206035","doi":"10.1111/j.1537-2995.2004.44101.x","title":"What ever happened to blood substitutes?","year":2004,"lang":"en","type":"letter","venue":"Transfusion","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Medicine; Intensive care medicine; Blood donations; Donation; Business; Product (mathematics); Blood transfusion; Surgery; Political science; 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"],"consensus_categories":[],"category_scores_codex":[0.00006893431,0.0003411342,0.0002445113,0.00007885907,0.00009603291,0.00008045008,0.0002353294,0.001189964,0.0001883053],"category_scores_gemma":[0.00001137858,0.0003151073,0.0001936871,0.0001144832,0.0000366295,0.000009640412,0.00003931741,0.000497609,0.0001178178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002513575,"about_ca_system_score_gemma":0.0001188867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000068293,"about_ca_topic_score_gemma":0.00009628426,"domain_scores_codex":[0.9984602,0.00003740273,0.0002247837,0.0006628797,0.000256978,0.0003577686],"domain_scores_gemma":[0.9992653,0.000005538579,0.00004397686,0.0005262686,0.00007267234,0.00008626253],"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":[0.0001077051,0.0000304956,0.00003306011,0.0001024456,0.0001035628,0.0001187228,0.00008304677,0.0000495162,0.4650385,0.000007204682,0.5305004,0.00382536],"study_design_scores_gemma":[0.000596949,0.0002586608,0.00009384141,0.0001103338,0.000105747,0.00005907087,0.000007587995,2.761384e-7,0.1631615,0.0000751457,0.8351719,0.0003589134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3898661,0.003307727,0.01085666,0.5783868,0.01109728,0.002253826,0.0001495057,0.0001684867,0.003913541],"genre_scores_gemma":[0.02380146,0.003478437,0.0008502388,0.9476073,0.0101897,0.00007745436,0.004051427,0.0001512298,0.009792747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3692205,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008078434374701224,"score_gpt":0.2231370541587742,"score_spread":0.215058619784073,"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."}}