{"id":"W2609629414","doi":"10.1111/trf.14094","title":"Optimizing autologous nonmobilized mononuclear cell collections for cellular therapy in pediatric patients with high‐risk leukemia","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Peripheral blood mononuclear cell; Medicine; Apheresis; Immunotherapy; Cell; Internal medicine; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003145447,0.0002154111,0.0003935935,0.0003008221,0.0007610959,0.00007512142,0.0002137769,0.000183525,0.0005604343],"category_scores_gemma":[0.00003411247,0.0001722429,0.0001378731,0.0002768813,0.00008420451,0.0001198593,0.00002195686,0.0004073278,0.00001011709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746172,"about_ca_system_score_gemma":0.0002325333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323367,"about_ca_topic_score_gemma":0.0002987573,"domain_scores_codex":[0.9984303,0.00007551461,0.0002728132,0.0004474843,0.000348274,0.0004256878],"domain_scores_gemma":[0.9987963,0.0001287159,0.0001182443,0.000653799,0.0001610425,0.0001418521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05877858,0.00485924,0.5300215,0.000697742,0.000260065,0.0001356121,0.007451655,0.004119346,0.2672482,0.00002008336,0.001462005,0.124946],"study_design_scores_gemma":[0.1571869,0.01796492,0.5930399,0.000194278,0.0005577547,0.00000884098,0.0003462138,0.01019461,0.2114131,0.0002406333,0.007568017,0.001284749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993246,0.000122176,0.001379196,0.0001180793,0.0001615854,0.00286766,0.00002274702,0.0000730403,0.002009511],"genre_scores_gemma":[0.9903612,0.00264958,0.003269202,0.00003089503,0.0001359541,0.0001829363,0.00003485648,0.00008322221,0.003252164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236612,"threshold_uncertainty_score":0.7023861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649135230426987,"score_gpt":0.2634778902939108,"score_spread":0.246986537989641,"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."}}