{"id":"W4363676592","doi":"10.3390/vaccines11040818","title":"Toll-Like Receptors and the Response to Radiotherapy in Solid Tumors: Challenges and Opportunities","year":2023,"lang":"en","type":"review","venue":"Vaccines","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Immune system; Radiation therapy; Toll-like receptor; Cancer research; Receptor; Immunotherapy; Inflammation; Cancer; Biology; Pathogen-associated molecular pattern; Immunology; Innate immune system; Signal transduction; Medicine; Pattern recognition receptor; Cell biology; Internal medicine; Genetics","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":[0.001752175,0.0003334232,0.001310747,0.0005406872,0.0001179267,0.00003055243,0.0002078066,0.0003344723,0.00005200658],"category_scores_gemma":[0.0002745639,0.0002033694,0.000113362,0.0001385982,0.0001006552,0.00007652612,0.000124806,0.0002814981,0.00008465107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003397865,"about_ca_system_score_gemma":0.0001229909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002743673,"about_ca_topic_score_gemma":0.0000358512,"domain_scores_codex":[0.9970281,0.001771122,0.000580413,0.000315096,0.00002815703,0.0002771166],"domain_scores_gemma":[0.9978384,0.001603036,0.0001884113,0.0003197049,0.0000296564,0.00002073299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002049559,0.00001058584,5.571916e-7,0.0014368,0.0002271657,0.00001431014,0.002520792,1.18145e-7,0.00005415802,0.0004664868,0.00220858,0.9910109],"study_design_scores_gemma":[0.001013493,0.0001295559,0.00008346896,0.003848421,0.00008040905,0.0001778816,0.0007300227,3.76893e-7,0.00001672675,0.00004790641,0.9936374,0.0002343137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002697616,0.9928728,7.23228e-7,0.002846572,0.0006192595,0.0008367569,0.000006111813,0.00006362866,0.00005656475],"genre_scores_gemma":[0.00003705322,0.9906079,0.000005547487,0.0001105196,0.0000644129,0.0002508915,0.00003472561,0.00004620072,0.008842765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914289,"threshold_uncertainty_score":0.8293164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079510308348453,"score_gpt":0.3224379914748294,"score_spread":0.2429276831263764,"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."}}