{"id":"W4232524120","doi":"10.5858/2002-126-0909-orbdtt","title":"Operating Room Blood Delivery Turnaround Time","year":2002,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood bank; Blood component; Medicine; Turnaround time; Blood transfusion; Emergency medicine; Blood product; Surgery; Operations management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003118877,0.0004281658,0.0002399956,0.001000513,0.0003122622,0.000631637,0.0007435647,0.0002726172,0.008134656],"category_scores_gemma":[0.01579104,0.0002483786,0.0003573045,0.0006354849,0.0002407115,0.0003687645,0.0004490958,0.0004288708,0.002221051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009318978,"about_ca_system_score_gemma":0.001525964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356262,"about_ca_topic_score_gemma":0.003200152,"domain_scores_codex":[0.9974754,0.0005604453,0.0003559857,0.0004980103,0.0007336571,0.000376436],"domain_scores_gemma":[0.9852071,0.004300208,0.006473684,0.0005560235,0.002453387,0.001009502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004824708,0.0003355974,0.8529313,0.000519839,0.000137308,0.0005773326,0.001397208,0.001012131,0.008900622,0.0002613027,0.005294657,0.123808],"study_design_scores_gemma":[0.00009151632,0.002626793,0.9772627,0.000178737,0.0001059826,0.00134206,0.001208018,0.00127303,0.007559946,0.0001418595,0.008168952,0.00004058596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894512,0.001493662,0.003432422,0.000233437,0.00008149907,0.0001099908,0.001217157,0.0002787328,0.003701864],"genre_scores_gemma":[0.994148,0.0005728738,0.002440501,0.0001273815,0.00004549661,0.00008506657,0.001208315,0.00004754405,0.001324733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008134656,"threshold_uncertainty_score":0.02721316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298750310347676,"score_gpt":0.2369085126738142,"score_spread":0.2239210095703375,"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."}}