{"id":"W7007435925","doi":"","title":"諛깊삁援ъ뿰痢듬쾿�쑝濡� 遺꾨━ �젣議고븳 �냽異뺤쟻�삁援�, �샎�빀�삁�냼�뙋 諛� �룞寃고삁�옣 �젣�젣�쓽 �뭹吏� �룊媛�","year":2015,"lang":"en","type":"article","venue":"YUHSpace (Yonsei University Medical Library)","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buffy coat; Blood component; Platelet; Platelet concentrate; Whole blood; Hemoglobin; Blood product; Apheresis","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":[0.0003688681,0.0003710796,0.0006016825,0.0004402815,0.0001969565,0.00004950207,0.0006247174,0.0004397245,0.006021414],"category_scores_gemma":[0.0002442009,0.0003523489,0.0002779567,0.0008659571,0.0004237601,0.0006967114,0.0005251878,0.000851807,0.0009839509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111631,"about_ca_system_score_gemma":0.001151797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002342485,"about_ca_topic_score_gemma":0.00004889978,"domain_scores_codex":[0.9966884,0.0002117347,0.0002929373,0.0006706752,0.001450262,0.0006859485],"domain_scores_gemma":[0.9963578,0.0001173428,0.00009622648,0.0007368579,0.00008364786,0.00260814],"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":[0.0007824891,0.0007476576,0.00470227,0.0001292554,0.00023521,0.004657294,0.0006206773,0.000002544405,0.00004477347,0.01243189,0.969986,0.00565994],"study_design_scores_gemma":[0.006619096,0.0005257147,0.005399042,0.0002228279,0.0002930535,0.0001255347,0.002607147,0.000403423,0.0002070963,0.0001466243,0.9830613,0.0003891971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1396744,0.0007922385,0.003340988,0.279319,0.002243421,0.001319395,0.00003647581,0.00182202,0.5714521],"genre_scores_gemma":[0.3204783,0.001835687,0.00627104,0.02112127,0.000853468,0.000005583982,0.0002413064,0.0001430867,0.6490502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2581977,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020578679317551,"score_gpt":0.2129511931946787,"score_spread":0.1927454064015032,"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."}}