{"id":"W1970682133","doi":"10.1186/cc7916","title":"Anemia and red blood cell transfusion in neurocritical care","year":2009,"lang":"en","type":"review","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Neurointensive care; Anemia; Red Blood Cell Transfusion; Intensive care medicine; Blood transfusion; Emergency medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000667044,0.0004617797,0.001540945,0.0002585491,0.00007332035,0.00004095171,0.0001279003,0.000513998,0.0001403616],"category_scores_gemma":[0.0001228483,0.000394698,0.0003642919,0.0002804341,0.0001396241,0.00003886342,0.00005302476,0.0009940466,0.0000176264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000664375,"about_ca_system_score_gemma":0.0001485801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001453205,"about_ca_topic_score_gemma":0.0000273893,"domain_scores_codex":[0.9976721,0.0001450743,0.0005689783,0.0007645423,0.0003612766,0.0004879799],"domain_scores_gemma":[0.9988351,0.0001597543,0.00001630199,0.000417484,0.0001388277,0.0004325006],"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":[0.00002654911,0.0002776641,0.00001524699,0.1719218,0.00001082212,0.002584657,0.0004209366,1.498972e-8,0.000006606435,0.0009239425,0.0002049944,0.8236067],"study_design_scores_gemma":[0.002100691,0.0008226595,0.000100343,0.01598728,0.005625579,0.0003000028,0.001382052,5.915426e-7,0.00002115219,0.00003333051,0.9731379,0.0004884214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009700699,0.978891,0.00001035598,0.0008020881,0.0001674657,0.001297314,0.00005380162,0.00008841186,0.01859261],"genre_scores_gemma":[0.006100507,0.9922636,0.0003006652,0.0007465033,0.0001617655,0.00006782778,0.0002044037,0.0000647257,0.00008998156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9729329,"threshold_uncertainty_score":0.9998505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028524180733503,"score_gpt":0.3429714337880772,"score_spread":0.3126861919807422,"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."}}