{"id":"W2059388136","doi":"10.4161/onci.28782","title":"Transplantation-induced cancers: Emerging evidence that clonal CMV-specific NK cells are causal immunogenic factors","year":2014,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Cytomegalovirus; Immunology; Transplantation; Repertoire; Biology; Liver transplantation; Cancer research; Medicine; Virus; Herpesviridae; Viral disease; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003534795,0.000437645,0.0005677249,0.0002978484,0.000549021,0.00004212643,0.0004737963,0.0005780819,0.004751597],"category_scores_gemma":[0.00008725378,0.0004138857,0.0002595265,0.0002349208,0.0003083996,0.0004520479,0.00007182622,0.000919749,0.002378794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881113,"about_ca_system_score_gemma":0.0001298615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021596,"about_ca_topic_score_gemma":0.0001641812,"domain_scores_codex":[0.9973205,0.0006379775,0.0005839731,0.0006435273,0.00009330364,0.0007207728],"domain_scores_gemma":[0.9980581,0.0005840794,0.0005622988,0.0006098329,0.0001520735,0.00003362904],"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":[0.000661883,0.0000806681,0.002643848,0.00003127124,0.0002808393,0.000006981493,0.00168952,0.00002698343,0.9851024,0.0003066894,0.003982665,0.005186272],"study_design_scores_gemma":[0.001973004,0.0006543001,0.04449304,0.0002594441,0.0001159137,0.0002379181,0.003363666,0.00001552961,0.7213694,0.00003860089,0.2268398,0.000639346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690692,0.009359011,0.001757704,0.0003659493,0.01737078,0.0002906158,0.00001371811,0.0002423748,0.001530643],"genre_scores_gemma":[0.9900117,0.003998221,0.00003479155,0.0002921558,0.0001064046,0.00004751127,0.0002347166,0.00004989068,0.005224632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2637329,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018371493190794,"score_gpt":0.2628070945618559,"score_spread":0.222623379629948,"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."}}