{"id":"W4392296400","doi":"10.1097/01.cot.0001009844.75140.19","title":"Tactics of Multiple Myeloma in Evading Targeted Immunotherapies","year":2024,"lang":"en","type":"article","venue":"Oncology Times","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Computational biology; Cancer research; Computer science; Medicine; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104448,0.0004165128,0.0004788063,0.0006654994,0.0004573711,0.001400513,0.0004136068,0.0007328098,0.0009481722],"category_scores_gemma":[0.0007155716,0.0001956406,0.0003683669,0.0005027755,0.0009291251,0.000872462,0.0009320363,0.001360114,0.0005009646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008200274,"about_ca_system_score_gemma":0.000521688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004526674,"about_ca_topic_score_gemma":0.0006552878,"domain_scores_codex":[0.9992291,0.000140953,0.00003735284,0.0001467571,0.0003178639,0.0001279594],"domain_scores_gemma":[0.99972,0.00004650654,0.00009142781,0.000039283,0.00006410776,0.00003859604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007766664,0.0001323077,0.01408332,0.0008077289,0.0001774008,0.001489152,0.001117079,0.001421916,0.7964287,0.009842485,0.004815738,0.1689075],"study_design_scores_gemma":[0.0001848826,0.001838101,0.07657047,0.0005462987,0.0004192494,0.01000957,0.002060129,0.006469053,0.5908332,0.0206297,0.2903238,0.0001154918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8185763,0.09738863,0.05202427,0.01308749,0.0009165044,0.0002921975,0.0008111227,0.0008336651,0.01606981],"genre_scores_gemma":[0.9576827,0.0200814,0.01079033,0.003595636,0.0002294473,0.0001667125,0.0003826257,0.00008586248,0.006985302],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001400513,"threshold_uncertainty_score":0.005949736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780771361232466,"score_gpt":0.3515694154215863,"score_spread":0.3237617018092617,"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."}}