{"id":"W1968645192","doi":"10.4161/21624011.2014.946361","title":"The potential impact of mouse model selection in preclinical evaluation of cancer immunotherapy","year":2014,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Immunotherapy; Cancer; Cancer research; Cancer immunotherapy; Human disease; Disease; Immunology; Pathology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267772,0.00006607448,0.0001229943,0.0000344376,0.00002653331,0.000003436311,0.0001176957,0.0001037465,0.00001379215],"category_scores_gemma":[0.00008965695,0.00004625799,0.00009357232,0.00005904147,0.0001108634,0.000002614612,0.00003184725,0.00007264702,6.151465e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007873399,"about_ca_system_score_gemma":0.0003619457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557286,"about_ca_topic_score_gemma":0.002349361,"domain_scores_codex":[0.9991561,0.0002258198,0.0002023948,0.0001333501,0.0001319003,0.0001504877],"domain_scores_gemma":[0.9995174,0.00001923222,0.0001077697,0.0001720012,0.0001705164,0.0000130377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00105208,0.000130694,0.01233834,0.000002282349,0.0002126738,2.855213e-8,0.00002112865,0.02039039,0.9012201,0.00002246853,0.00004532049,0.06456448],"study_design_scores_gemma":[0.009149157,0.003836849,0.264843,0.00001897158,0.00007042211,0.000004673911,0.00003064278,0.1373261,0.5826859,0.001363389,0.0004875289,0.0001833264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967569,0.00254221,0.0003245913,0.00004224097,0.0000341159,0.0001792321,0.00001079329,0.000002762375,0.0001071815],"genre_scores_gemma":[0.9977131,0.001986726,0.00004814547,0.000005859285,0.00002470332,0.00006650556,0.00001601701,0.00001098714,0.0001279435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185342,"threshold_uncertainty_score":0.3865868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026689649135355,"score_gpt":0.4185488952253053,"score_spread":0.3882819987339517,"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."}}