{"id":"W2978051080","doi":"10.1016/j.cll.2019.07.011","title":"Laboratory Testing in the Context of Biologics and Cellular Therapies","year":2019,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Monoclonal antibody; Context (archaeology); Computational biology; Medicine; Biology; Immunology; Antibody","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008206258,0.0005375951,0.003563687,0.0006594122,0.00003868072,0.00001229003,0.0005498345,0.0007560128,0.0002485123],"category_scores_gemma":[0.00505864,0.0003063504,0.0001426992,0.002696268,0.001196857,0.00005174239,0.0001239989,0.002242878,0.00001834458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568847,"about_ca_system_score_gemma":0.001502486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003310438,"about_ca_topic_score_gemma":0.00002310191,"domain_scores_codex":[0.9948278,0.001533658,0.001886801,0.0006622186,0.0006287747,0.0004607342],"domain_scores_gemma":[0.989662,0.007696489,0.0007428835,0.001211,0.000563943,0.0001237168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144852,0.0003606652,0.01044878,0.03172795,0.0002659837,0.0004002367,0.002714492,1.946282e-7,0.0006577757,0.0005888395,0.0009484815,0.9517418],"study_design_scores_gemma":[0.002177479,0.001243893,0.0002276385,0.02191025,0.0003717872,0.00001611648,0.002783963,0.000009194141,0.0000153911,0.00006479389,0.970907,0.0002724819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006515274,0.9896211,0.000001093164,0.0002980399,0.0004651111,0.002133213,0.0001020253,0.00002465521,0.0008394821],"genre_scores_gemma":[0.001559297,0.9963492,0.00008945187,0.001048945,0.0005410715,0.00006983896,0.00008274687,0.00008330992,0.0001761462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699585,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069582118324191,"score_gpt":0.4468126421681005,"score_spread":0.2398544303356814,"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."}}