{"id":"W1485676778","doi":"10.1111/j.1537-2995.2012.03643.x","title":"AABB contributions to plasma safety","year":2012,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Intensive care 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":[0.02510202,0.001273861,0.001074329,0.002377178,0.005681978,0.0134736,0.002848009,0.01505858,0.06152383],"category_scores_gemma":[0.04373677,0.0006877047,0.00129836,0.001481088,0.002925087,0.003233582,0.008588279,0.01330474,0.05066321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326473,"about_ca_system_score_gemma":0.04521294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009311618,"about_ca_topic_score_gemma":0.009748373,"domain_scores_codex":[0.9652833,0.004174619,0.001636191,0.00269458,0.02241573,0.003795604],"domain_scores_gemma":[0.8785224,0.006744082,0.003438148,0.004816504,0.07353538,0.03294354],"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":[0.0002990078,0.0003164818,0.002206167,0.0002905679,0.0000396639,0.0007140949,0.0002382798,0.0006880252,0.00164202,0.02442394,0.8436252,0.1255166],"study_design_scores_gemma":[0.00001844916,0.00004755563,0.0007202306,0.0001128329,0.000009229617,0.0005043657,0.00004953635,0.0003198931,0.0005977673,0.004353595,0.9932499,0.0000166748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006012796,0.0357516,0.0101283,0.4776333,0.1516635,0.0003559872,0.001248254,0.001897538,0.3153087],"genre_scores_gemma":[0.104397,0.02701036,0.01885705,0.1675812,0.06675033,0.0002974475,0.001829021,0.001317952,0.6119595],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06152383,"threshold_uncertainty_score":0.2058177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282894158420771,"score_gpt":0.3484754991114404,"score_spread":0.3056465575272327,"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."}}