{"id":"W2528009051","doi":"10.1111/trf.13859","title":"Comparison of two apheresis systems for autologous stem cell collections in pediatric oncology patients","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Apheresis; Blood collection; Demographics; CD34; Nuclear medicine; Surgery; Stem cell; Urology; Internal medicine; Platelet; Emergency 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":[],"consensus_categories":[],"category_scores_codex":[0.0001864844,0.0001168726,0.0004643643,0.0002592879,0.00005724611,0.000003203207,0.00005523321,0.000150834,0.00004205243],"category_scores_gemma":[0.000008784624,0.00008456108,0.00008213706,0.0003721401,0.00002760573,0.00003588263,0.000003502057,0.00007014062,0.0000110543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441267,"about_ca_system_score_gemma":0.0001229427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162616,"about_ca_topic_score_gemma":0.0002058839,"domain_scores_codex":[0.9986961,0.00009968969,0.0005825834,0.0002227108,0.0001951348,0.0002037754],"domain_scores_gemma":[0.9990378,0.0004922647,0.0001212897,0.0001452504,0.0001295737,0.00007382349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001274204,0.001941253,0.9432752,0.002411084,0.00002440084,0.000007112577,0.002854343,0.0001089364,0.03713832,0.0001151272,0.001138479,0.009711518],"study_design_scores_gemma":[0.1017836,0.01323948,0.5973606,0.002070677,0.002186506,0.00007025988,0.003152286,0.004825287,0.2693237,0.0001449206,0.004800215,0.001042511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798373,0.0002016525,0.01453714,0.0001026637,0.0004067096,0.001624158,0.0000454465,0.00004304925,0.003201892],"genre_scores_gemma":[0.9982216,0.0004566929,0.0003966516,0.000008016156,0.00004213444,0.0001241764,0.00001514967,0.00001991406,0.0007156068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3459147,"threshold_uncertainty_score":0.3448301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070667185379291,"score_gpt":0.3197548106055095,"score_spread":0.2890481387517166,"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."}}