{"id":"W3157562524","doi":"10.1002/ppul.25435","title":"Risk factors for respiratory syncytial virus bronchiolitis hospitalizations in children with chronic diseases","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Bronchiolitis; Palivizumab; Interquartile range; Pediatrics; Respiratory system; Pediatric intensive care unit; Respiratory tract infections; 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":[0.0001135699,0.0002198306,0.0004165364,0.0005466639,0.0001840802,0.00003005485,0.0001296894,0.0002086012,0.0001828709],"category_scores_gemma":[0.001055291,0.0001932662,0.0001231091,0.001001822,0.0001376852,0.0001453873,0.00007996288,0.0003782242,0.00003665472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332741,"about_ca_system_score_gemma":0.001394251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004346774,"about_ca_topic_score_gemma":0.0005552233,"domain_scores_codex":[0.9980635,0.0002030132,0.0003798295,0.0005616507,0.0002120959,0.0005798863],"domain_scores_gemma":[0.9987274,0.000233805,0.0001231745,0.0004825016,0.0002174096,0.0002157418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006699771,0.0003393496,0.9968995,0.00004327629,0.00009331495,0.00004871397,0.00002398929,0.0001644741,0.0001467821,0.0002241572,0.0004520956,0.001497383],"study_design_scores_gemma":[0.002125372,0.001099566,0.9933094,0.000007289647,0.000279032,0.00004270631,0.00002029802,0.00008958078,0.0005919212,0.0001531195,0.002075545,0.0002061186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922944,0.004862443,0.001018537,0.00009260691,0.0001546823,0.0009638327,0.0002907692,0.0001033773,0.0002193304],"genre_scores_gemma":[0.9970476,0.0009820914,0.0001180624,0.0001060308,0.0009946382,0.0003422656,0.0002112712,0.00005217202,0.0001458781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004753169,"threshold_uncertainty_score":0.7881169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631949904721663,"score_gpt":0.3059343000192362,"score_spread":0.2896148009720196,"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."}}