{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003030763,0.0003394294,0.0005707284,0.0008715342,0.0002944941,0.001435802,0.0004324913,0.0002831808,0.001349341],"category_scores_gemma":[0.01200836,0.0002010141,0.0004479871,0.0008674622,0.0003696053,0.0006786983,0.0006196512,0.0005344768,0.0003081826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009716127,"about_ca_system_score_gemma":0.0009416905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005111475,"about_ca_topic_score_gemma":0.0006015134,"domain_scores_codex":[0.9968912,0.001329352,0.0003784971,0.0002989405,0.0009612179,0.0001409155],"domain_scores_gemma":[0.9916888,0.004348975,0.002445608,0.0003625515,0.0007320874,0.0004219903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02277205,0.0007583523,0.6485348,0.001258982,0.0006677753,0.0006232334,0.001460164,0.002483435,0.01297808,0.001038919,0.002593336,0.3048308],"study_design_scores_gemma":[0.00181857,0.02926441,0.9105579,0.0005005026,0.001127314,0.006713891,0.001519789,0.007500089,0.02553325,0.0003993501,0.01498568,0.00007937029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878302,0.005858923,0.004188442,0.0001550883,0.00006191977,0.0002172514,0.0002576202,0.00007046459,0.001359978],"genre_scores_gemma":[0.9892314,0.001839575,0.007837285,0.0001396614,0.00006103818,0.0001761001,0.0004898703,0.0000279647,0.0001970566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003030763,"threshold_uncertainty_score":0.0160284,"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."}}