{"id":"W4416378620","doi":"10.1186/s13014-025-02762-0","title":"Association of pulmonary lymphocytes with radiation-induced lung disease in a mouse model","year":2025,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; McGill University; Christie (Canada)","funders":"Canadian Institutes of Health Research","keywords":"Lung; Lung disease; Respiratory distress; Respiratory disease; Lymphocyte; Disease; Respiratory system; Pulmonary disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714032,0.0006689895,0.0003027398,0.0006945792,0.0001508958,0.0003089834,0.000246273,0.0004822561,0.001588711],"category_scores_gemma":[0.0001724735,0.0002225954,0.0002523284,0.0002640809,0.0002859181,0.0002299974,0.0002954173,0.0008749923,0.0002834609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052079,"about_ca_system_score_gemma":0.0001308227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002284376,"about_ca_topic_score_gemma":0.0005329261,"domain_scores_codex":[0.9996732,0.00005473986,0.00002654904,0.00008739216,0.0000985683,0.0000594564],"domain_scores_gemma":[0.9996068,0.00003748754,0.0001750023,0.00004774224,0.00002700507,0.0001058773],"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":[0.0008201597,0.0002797474,0.01038462,0.00006697699,0.00002354691,0.0003039807,0.00003665888,0.0001065519,0.985997,0.00006182444,0.00006478929,0.001854111],"study_design_scores_gemma":[0.0001716391,0.009148528,0.4064721,0.00004812938,0.0001984405,0.009300869,0.0001733584,0.002869675,0.5693962,0.0001589593,0.002031789,0.00003023025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976594,0.0006416881,0.001002875,0.0000432818,0.000007375846,0.00003379139,0.0001707265,0.00004933141,0.0003914787],"genre_scores_gemma":[0.9968495,0.0003240093,0.0009533294,0.00004556681,0.00001177916,0.00006874315,0.0004085145,0.00001205262,0.001326532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001588711,"threshold_uncertainty_score":0.005314767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006320380559590076,"score_gpt":0.2932369050830537,"score_spread":0.2869165245234636,"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."}}