{"id":"W2090052464","doi":"10.1016/j.tmrv.2008.09.003","title":"Blood Preservation Workshop: New and Emerging Trends in Research and Clinical Practice","year":2008,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Engineering ethics; Biopreservation; Medicine; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004691514,0.001238744,0.002845206,0.005815991,0.000528353,0.003591542,0.001416799,0.003690091,0.006086371],"category_scores_gemma":[0.007235996,0.000490211,0.001054316,0.009307928,0.0009813845,0.004273976,0.001463836,0.003399965,0.003007402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054219,"about_ca_system_score_gemma":0.00671746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147008,"about_ca_topic_score_gemma":0.007059382,"domain_scores_codex":[0.9983013,0.0004400974,0.0002998583,0.0001703007,0.0006778656,0.0001106045],"domain_scores_gemma":[0.993986,0.002818152,0.0009009984,0.00009318622,0.001793645,0.0004079833],"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":[0.0001243754,0.00007294572,0.0003018722,0.02821172,0.0001299275,0.0001792567,0.0001002826,0.0001293072,0.0005314671,0.001470334,0.1543636,0.8143849],"study_design_scores_gemma":[0.00004570957,0.00007684353,0.001101087,0.01861987,0.0002671799,0.000628099,0.0001759427,0.00006201745,0.0001548202,0.001058199,0.9777852,0.00002513412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000390171,0.9968356,0.00006375593,0.001614292,0.001036651,0.000004701397,0.0000122812,0.000008290694,0.0003853491],"genre_scores_gemma":[0.0003707528,0.9952054,0.000296275,0.002178598,0.00129176,0.0000105113,0.00002704901,0.000002371796,0.0006173112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006086371,"threshold_uncertainty_score":0.02481139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4469387067043166,"score_gpt":0.5599237577678235,"score_spread":0.112985051063507,"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."}}