{"id":"W3013812416","doi":"10.1186/s12887-020-02037-5","title":"Lifetime patient outcomes and healthcare utilization for Bronchopulmonary dysplasia (BPD) and extreme preterm infants: a microsimulation study","year":2020,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Windsor Regional Hospital; Western University; Ottawa Hospital; University of Ottawa","funders":"Ontario Institute for Regenerative Medicine","keywords":"Medicine; Bronchopulmonary dysplasia; Life expectancy; Gestational age; Microsimulation; Quality of life (healthcare); Psychological intervention; Pediatrics; Population; Incidence (geometry); Health care; Pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484731,0.0001769607,0.0003183481,0.0001499771,0.0001504948,0.00003425363,0.00005624853,0.0001153789,0.000007943803],"category_scores_gemma":[0.001308695,0.0001594944,0.00003807025,0.00028805,0.0000355879,0.0001346721,0.0001137748,0.0001886998,0.000004171085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007589953,"about_ca_system_score_gemma":0.0003077008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562979,"about_ca_topic_score_gemma":0.00002852482,"domain_scores_codex":[0.9982283,0.0001081081,0.0004539251,0.0004493155,0.0004527087,0.0003076897],"domain_scores_gemma":[0.9985157,0.0004250197,0.0001336011,0.0001940069,0.0002225141,0.0005091806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227166,0.0001280634,0.9645653,0.002117318,0.000008402858,0.00001264357,0.00116417,0.000007241085,0.00005751515,0.000007591258,0.0001575937,0.030547],"study_design_scores_gemma":[0.004439628,0.003649463,0.9773421,0.00003152508,0.00009571239,0.000009233842,0.0005237214,0.008442738,0.00002747987,0.00002437933,0.005219195,0.0001947821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873371,0.006590278,0.0006751117,0.001380474,0.00007502825,0.003778619,0.00008763735,0.00006402771,0.00001178868],"genre_scores_gemma":[0.9959075,0.0004865845,0.001419315,0.001747262,0.0001975928,0.0001154523,0.00005803284,0.00003792339,0.00003031641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03035221,"threshold_uncertainty_score":0.6503995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213235958022392,"score_gpt":0.3806558814999357,"score_spread":0.2593322856976965,"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."}}