{"id":"W2741978326","doi":"10.1158/1538-7445.am2017-873","title":"Abstract 873: Evaluating immunotherapy effects using preclinical molecular imaging tools for quantitative immune cell tracking","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Immunotherapy; Immune system; CD8; Cancer immunotherapy; Magnetic resonance imaging; Cancer; Cancer research; Oncology; Immunology; 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":[0.001861249,0.000207596,0.0002638478,0.00008470305,0.001021845,0.0006095857,0.0006772695,0.0001151612,0.00003804954],"category_scores_gemma":[0.001598908,0.0001989702,0.0002251326,0.00007288573,0.0003328473,0.00004890418,0.000264222,0.000347084,0.000009003931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756432,"about_ca_system_score_gemma":0.0006511931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130693,"about_ca_topic_score_gemma":0.00008899192,"domain_scores_codex":[0.997447,0.0002139058,0.0002987788,0.0006495033,0.0005518462,0.0008389964],"domain_scores_gemma":[0.9978201,0.0003572915,0.0001816187,0.0008910853,0.0005981572,0.0001517706],"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":[0.00125205,0.0001049115,0.001517142,0.0001430392,0.0001534917,0.0000224843,0.00007081235,0.0001064434,0.9332278,0.00003117856,0.0001046588,0.06326602],"study_design_scores_gemma":[0.003468809,0.0007900104,0.00784179,0.0002084216,0.0000199271,0.000002713387,0.00008711922,0.0006256305,0.9850703,0.0003511657,0.001290811,0.0002432681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804212,0.01560733,0.001562386,0.0002311308,0.0001947771,0.001397293,0.0000637692,0.00001029837,0.0005118026],"genre_scores_gemma":[0.9955735,0.0008871254,0.002400198,0.00004532429,0.0002455295,0.0005875727,0.00005255408,0.00007222427,0.0001359391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06302275,"threshold_uncertainty_score":0.8113767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610743072178658,"score_gpt":0.5714686006991136,"score_spread":0.3103942934812479,"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."}}