{"id":"W4282039306","doi":"10.17975/sfj-2022-008","title":"Comparative analysis of NX-2127 and ibrutinib in treating B-cell malignancies","year":2022,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Mary's University","funders":"","keywords":"Ibrutinib; Small molecule; Cancer research; Pharmacology; Medicine; Chemistry; Internal medicine; Biochemistry; Leukemia; Chronic lymphocytic leukemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001261125,0.0001404331,0.0007286465,0.0008236492,0.0001935533,0.00003098062,0.0001520892,0.0000415054,0.0004903786],"category_scores_gemma":[0.00003895465,0.0001211891,0.0001878829,0.001453683,0.0001293903,0.00007255454,0.0001585256,0.0005506868,0.000003202541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003494965,"about_ca_system_score_gemma":0.002054577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331613,"about_ca_topic_score_gemma":0.00008517912,"domain_scores_codex":[0.9977865,0.000323796,0.0005765088,0.0002244515,0.0007278522,0.0003608868],"domain_scores_gemma":[0.9988766,0.0003651854,0.0002619725,0.0002083071,0.000110179,0.0001778019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005017581,0.002321044,0.7806211,0.001084804,0.006278468,0.005493587,0.09989676,0.02278829,0.06349935,0.0009037751,0.003568765,0.008526509],"study_design_scores_gemma":[0.1275883,0.006321514,0.1931484,0.001100204,0.007861638,0.008835603,0.2736125,0.3195253,0.05219294,0.000460227,0.007723316,0.001630054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886736,0.002152473,0.00003634541,0.0001219467,0.00005776956,0.0001991557,0.00001565826,0.000008688227,0.008734417],"genre_scores_gemma":[0.9973714,0.00007854525,0.000281638,0.00005483241,0.00004743241,0.00001259936,0.000008557427,0.00001108576,0.00213386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874726,"threshold_uncertainty_score":0.9139211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588472985465138,"score_gpt":0.3278531899280253,"score_spread":0.2819684600733739,"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."}}