{"id":"W4221124944","doi":"10.1101/2022.03.23.485412","title":"A multiple comorbidities mouse model to assess atherosclerosis progression following lung infection in <i>ApoE</i> deficient mice","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Inflammation; Medicine; Streptococcus pneumoniae; Pneumonia; Lung; Apolipoprotein E; Immunology; Inoculation; Disease; Pathology; Internal medicine; Biology; Microbiology; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000732436,0.001528332,0.0007388213,0.001635214,0.0006113834,0.0009060368,0.0006583864,0.001812326,0.00336216],"category_scores_gemma":[0.0002016809,0.0006783397,0.0009419525,0.0005075575,0.0006799359,0.000703209,0.000550306,0.003135073,0.001370727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006101418,"about_ca_system_score_gemma":0.0003912359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008488169,"about_ca_topic_score_gemma":0.001293296,"domain_scores_codex":[0.9992348,0.0001088449,0.0001035376,0.0001825558,0.0001803034,0.0001899825],"domain_scores_gemma":[0.9991634,0.00005673619,0.0003381422,0.00008581078,0.00008255507,0.0002734051],"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":[0.0009901968,0.0005446787,0.0009647348,0.00008573102,0.00001983749,0.0002703331,0.00006670158,0.0001552659,0.995097,0.0002638785,0.0002302591,0.001311395],"study_design_scores_gemma":[0.0004191126,0.00755263,0.02140507,0.0001205083,0.0001589536,0.002972258,0.0003084733,0.003691617,0.9530196,0.0005318101,0.009743834,0.00007618078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753573,0.001525622,0.01221265,0.0008229136,0.0002163429,0.0004720328,0.004939128,0.0007473556,0.003706581],"genre_scores_gemma":[0.9396813,0.002373729,0.02438987,0.0006584451,0.0001129794,0.001683344,0.005313638,0.0003013853,0.02548541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00336216,"threshold_uncertainty_score":0.01124752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260926159603288,"score_gpt":0.2910010403315035,"score_spread":0.2483917787354707,"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."}}