{"id":"W4220872424","doi":"10.1542/hpeds.2021-006108","title":"Viral Respiratory Infections in Hospitalized Children With Symptomatic Caregivers","year":2022,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Incidence (geometry); Pediatrics; Sick child; Retrospective cohort study; Infection control; Emergency medicine; Health care; Intensive care medicine; 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":[0.0003807066,0.0002487138,0.0003514664,0.001034408,0.0003883535,0.00005613122,0.0002031593,0.00008903111,0.0003693559],"category_scores_gemma":[0.0001847589,0.0002381314,0.0001319273,0.002217708,0.0001380263,0.0002845736,0.0002396325,0.0009162186,0.00007766353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999708,"about_ca_system_score_gemma":0.0004557138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002146243,"about_ca_topic_score_gemma":0.0000261668,"domain_scores_codex":[0.9975945,0.0001312505,0.0003873487,0.0004777451,0.0008910723,0.0005180248],"domain_scores_gemma":[0.9989959,0.00005785479,0.0001297631,0.0004428674,0.0001497246,0.0002238892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006738754,0.0007792212,0.9947733,0.00003805731,0.00004708579,0.0001016459,0.0002963436,0.0003025155,0.00002873275,0.0002708837,0.002945123,0.0003497282],"study_design_scores_gemma":[0.004338566,0.007154433,0.9842209,0.00001124561,0.0001162947,0.00007770607,0.0004421005,0.00006230931,0.00003703008,0.00006340293,0.00309044,0.0003855203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939384,0.0003570598,0.00002498984,0.0002434815,0.0002404211,0.001383551,0.00003470609,0.0002030951,0.00357432],"genre_scores_gemma":[0.9985836,0.00003433194,0.00008431324,0.0002471891,0.0002393917,0.0004545673,0.00003376478,0.00006303501,0.0002598388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055232,"threshold_uncertainty_score":0.9710715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139447666630403,"score_gpt":0.2804628045170645,"score_spread":0.2690683278507605,"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."}}