{"id":"W2969435118","doi":"10.1002/jca.21741","title":"Comparison between intermittent and continuous leukapheresis protocols for autologous hematopoietic stem cell collections in children","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Apheresis; Leukapheresis; CD34; Hematopoietic stem cell transplantation; Transplantation; Protocol (science); Peripheral blood mononuclear cell; Surgery; Stem cell; Internal medicine; Pathology; Platelet","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":[0.001362636,0.0001997019,0.001660346,0.0002001042,0.00005181486,0.00004350206,0.0001582851,0.0002852427,0.0001338487],"category_scores_gemma":[0.0001389023,0.0001587282,0.0004065656,0.0002729424,0.00008490941,0.00008711721,0.0000255839,0.000514756,0.00001717246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005447114,"about_ca_system_score_gemma":0.0002241664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000145244,"about_ca_topic_score_gemma":0.00001172328,"domain_scores_codex":[0.9963576,0.0002362074,0.002503442,0.0002820547,0.0003468692,0.0002737826],"domain_scores_gemma":[0.9964387,0.001841332,0.001000653,0.0002313586,0.0002259962,0.0002619305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009185416,0.0005615086,0.9865921,0.0005441853,0.0002108922,0.00001578335,0.0002302366,0.000008625644,0.0002073201,0.0000140333,0.001943714,0.008753133],"study_design_scores_gemma":[0.01212756,0.003254441,0.9768041,0.001339381,0.0005129815,0.0003141291,0.0007380216,0.0001438278,0.003316934,0.0001646563,0.001075772,0.0002082039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889842,0.0001447036,0.001026729,0.0003702957,0.0001433533,0.008350126,0.00001510066,0.00001895772,0.0009465551],"genre_scores_gemma":[0.9947695,0.00003845523,0.003318528,0.0001002105,0.0001887307,0.0002815357,0.000004024866,0.00003250746,0.001266549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120902,"threshold_uncertainty_score":0.6472747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06091775748975602,"score_gpt":0.3996783700279922,"score_spread":0.3387606125382361,"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."}}