{"id":"W3087052666","doi":"10.1111/trf.16094","title":"Effect of platelet storage duration on clinical outcomes and incremental platelet change in critically ill children","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Center for Advancing Translational Sciences; Clinical and Translational Science Collaborative of Cleveland, School of Medicine, Case Western Reserve University","keywords":"Medicine; Platelet; Platelet transfusion; Prospective cohort study; Observational study; Blood product; Blood transfusion; Critically ill; Pediatrics; Intensive care medicine; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004784294,0.0001735751,0.0004924337,0.00009798796,0.00003353559,0.000007088796,0.00005470547,0.0001243907,0.0001670316],"category_scores_gemma":[0.0001169223,0.0001330005,0.0001124681,0.000134494,0.00006005849,0.0000722992,0.00002173635,0.0002791552,0.00001370029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464613,"about_ca_system_score_gemma":0.000009253818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895088,"about_ca_topic_score_gemma":0.00007535235,"domain_scores_codex":[0.9985804,0.0001551633,0.0004829739,0.0003244618,0.0002899091,0.0001670745],"domain_scores_gemma":[0.9994887,0.0001424437,0.0000362436,0.0001306781,0.00003478699,0.000167152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006575051,0.0008556055,0.774526,0.0006137902,0.0001635874,0.0001851641,0.001700295,0.000002771806,0.01015595,0.0003112954,0.0001468417,0.2047637],"study_design_scores_gemma":[0.01423597,0.008938476,0.9628448,0.0001735284,0.0001316,0.00001167804,0.00004230053,0.0003253359,0.01287921,0.00000392408,0.0002594939,0.0001536486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900025,0.00004092462,0.0001037741,0.007645267,0.00008959963,0.001644406,0.00001616481,0.00005264083,0.0004047271],"genre_scores_gemma":[0.9925886,0.0007023835,0.0001076293,0.006425653,0.00007313562,0.00002620472,0.0000491631,0.00001898438,0.000008282757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20461,"threshold_uncertainty_score":0.5423602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893255839238147,"score_gpt":0.3241017752864183,"score_spread":0.2951692168940369,"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."}}