{"id":"W4255014542","doi":"10.1016/s0976-0016(11)60021-5","title":"Transfusion medicine","year":2011,"lang":"en","type":"article","venue":"Apollo Medicine","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hematocrit; Red Cell; Red blood cell; Saline; Anesthesia; Blood transfusion; Expiration date; Blood volume; Packed red blood cells; Surgery; Internal medicine","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":[0.001717207,0.0007552703,0.0007117704,0.001524422,0.00120289,0.003753106,0.001295247,0.001931668,0.2121424],"category_scores_gemma":[0.006940071,0.0003145906,0.0006177512,0.001232747,0.000538307,0.001612743,0.002012356,0.002685388,0.119729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087188,"about_ca_system_score_gemma":0.001857763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008352646,"about_ca_topic_score_gemma":0.0006774508,"domain_scores_codex":[0.9985215,0.0003877363,0.0002035125,0.0002342774,0.000523065,0.0001298639],"domain_scores_gemma":[0.9968875,0.000416642,0.0002668402,0.0005825163,0.001289803,0.0005567428],"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":[0.000225333,0.000115949,0.001892624,0.0006198667,0.00006458211,0.0009728604,0.0001792623,0.000114699,0.001163817,0.01041665,0.5089157,0.4753186],"study_design_scores_gemma":[0.00003893083,0.00007435271,0.0009382306,0.0003314669,0.0000201833,0.002677551,0.00006986748,0.00009991872,0.0003975935,0.003919127,0.9914201,0.00001264987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008217664,0.1214754,0.02003475,0.05282461,0.04980475,0.0008202071,0.003847751,0.002746619,0.7402284],"genre_scores_gemma":[0.1025028,0.108523,0.02232003,0.04253524,0.04111842,0.0008815357,0.01056924,0.000870449,0.6706793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2121424,"threshold_uncertainty_score":0.7096869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06206280025080956,"score_gpt":0.3153284089460693,"score_spread":0.2532656086952598,"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."}}