{"id":"W2040022719","doi":"10.1111/vox.12027","title":"Bacterial growth in red blood cell units exposed to uncontrolled temperatures: challenging the 30‐minute rule","year":2013,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Red blood cell; Blood preservation; Bacterial growth; Animal science; Medicine; Chemistry; Biology; Bacteria; Andrology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00133645,0.0003784082,0.0004935511,0.000115685,0.0001764187,0.0007500091,0.0004830852,0.0004786621,0.0005285449],"category_scores_gemma":[0.001539994,0.0001781868,0.0005390877,0.0001269332,0.000454968,0.0003605082,0.0003977462,0.0007322615,0.0002064038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519665,"about_ca_system_score_gemma":0.0004590818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007316672,"about_ca_topic_score_gemma":0.001066716,"domain_scores_codex":[0.9982255,0.0005366455,0.0001609088,0.0003268301,0.0006431605,0.0001069662],"domain_scores_gemma":[0.9975488,0.0007595144,0.001046348,0.000248843,0.0003080926,0.00008840285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00330847,0.0004463884,0.04093387,0.0003723523,0.0001160593,0.0001094245,0.000267112,0.001001994,0.9355722,0.0002044241,0.0003688277,0.01729874],"study_design_scores_gemma":[0.00004811738,0.01256102,0.1989292,0.0000950808,0.000237461,0.0006224249,0.0004733942,0.007718807,0.7764283,0.0003404877,0.002467592,0.00007789751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916199,0.0007525691,0.007022148,0.0001173205,0.00004245409,0.00003815924,0.0001039682,0.00003281011,0.0002707324],"genre_scores_gemma":[0.9919933,0.0004779408,0.006754652,0.0001642802,0.00002894639,0.00007333916,0.0001815781,0.00002815374,0.0002977391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133645,"threshold_uncertainty_score":0.007067919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266800547193373,"score_gpt":0.2112024556508503,"score_spread":0.1985344501789166,"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."}}