{"id":"W4364378600","doi":"10.1097/01.hs9.0000928476.36016.9a","title":"5607225 ADDITION OF THERAPEUTIC PLASMA EXCHANGE TO RED CELL EXCHANGE IMPROVES OUTCOMES OF FAT EMBOLISM SYNDROME IN SICKLE CELL DISEASE","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Fat embolism; Neurocognitive; Complication; Internal medicine; Surgery; Intensive care medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001243398,0.0002117467,0.000548027,0.0001724916,0.00002985639,0.000005277771,0.0001074554,0.0001190229,0.0008809128],"category_scores_gemma":[0.00001623453,0.000178719,0.0001658626,0.0005700513,0.00004045687,0.00007807161,0.00005688217,0.0001379888,0.00007786111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773884,"about_ca_system_score_gemma":0.00003749849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155247,"about_ca_topic_score_gemma":0.0001249524,"domain_scores_codex":[0.9985952,0.00004145237,0.000382881,0.0003185098,0.0003413857,0.00032054],"domain_scores_gemma":[0.9991426,0.00008378956,0.0001033106,0.0003989713,0.00006352476,0.0002077861],"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":[0.003398257,0.007090267,0.1751347,0.02870835,0.0004131539,0.001711483,0.01505986,0.00009724365,0.6524157,0.0004626201,0.01236438,0.103144],"study_design_scores_gemma":[0.007861723,0.001219693,0.9239951,0.0009036428,0.0004030992,0.0000124161,0.001533192,0.0004910174,0.0602003,0.0004991769,0.002432435,0.0004481371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994432,0.001048694,0.00001871618,0.0008039238,0.0001724858,0.0008845768,0.0001485531,0.00007847823,0.002412576],"genre_scores_gemma":[0.9952955,0.0003202692,0.0001373152,0.0002020189,0.0000491304,0.0001086227,0.00009611718,0.00004871927,0.003742288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7488605,"threshold_uncertainty_score":0.9645377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616986446446498,"score_gpt":0.2468773609686445,"score_spread":0.2307074965041795,"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."}}