{"id":"W4323806345","doi":"10.1542/peds.2022-059898","title":"Incidence and Mortality of Children Receiving Home Mechanical Ventilation","year":2023,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Mechanical ventilation; Confidence interval; Hazard ratio; Incidence (geometry); Proportional hazards model; Population; Cohort study; Rate ratio; Pediatrics; Ventilation (architecture); Retrospective cohort study; Mortality rate; Cohort; Demography; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003610971,0.000188498,0.0002157593,0.0007792075,0.0004053643,0.0005148476,0.0005331323,0.0002115908,0.001015605],"category_scores_gemma":[0.00183321,0.0001740496,0.0003236746,0.001398069,0.0003192566,0.0002332879,0.0004129004,0.0004582391,0.00008358646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00389245,"about_ca_system_score_gemma":0.003656991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5853115,"about_ca_topic_score_gemma":0.6319102,"domain_scores_codex":[0.9993351,0.00004552534,0.00004650797,0.00009843353,0.0003105608,0.0001639227],"domain_scores_gemma":[0.9987603,0.00005731165,0.0006734335,0.00003377004,0.0003007955,0.0001744284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006829202,0.000002228728,0.9991617,0.000006550671,0.00001075366,0.00001608723,0.00002849044,0.00001695405,0.00002174573,0.00001029862,0.000163051,0.0005552936],"study_design_scores_gemma":[8.31535e-7,0.000005426702,0.9996395,0.00000962535,0.000004954393,0.0000809277,0.00006153045,0.00005152494,0.00001362291,0.000003920478,0.0001271274,9.377917e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931167,0.001264404,0.000109662,0.0002231097,0.000009294845,0.00001855247,0.004110598,0.0000129933,0.00113467],"genre_scores_gemma":[0.9968093,0.0006634038,0.0001228841,0.00003156416,0.00001192953,0.000009347251,0.00220992,0.00000198964,0.000139643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5853115,"threshold_uncertainty_score":0.8342613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559645136558548,"score_gpt":0.2989542558905482,"score_spread":0.2733578045249628,"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."}}