{"id":"W4367835029","doi":"10.1002/ppul.26433","title":"Lung biopsy in infants with severe bronchopulmonary dysplasia","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institutes of Health; Children's Hospital of Philadelphia","keywords":"Medicine; Bronchopulmonary dysplasia; Lung biopsy; Biopsy; Lung; Gestational age; Cohort; Radiology; Population; Retrospective cohort study; Pediatrics; Surgery; Internal medicine; Pregnancy","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":[0.0008390117,0.0004071526,0.0004039201,0.001106377,0.0005461442,0.000507445,0.0004232327,0.0005645222,0.0009795],"category_scores_gemma":[0.002731912,0.0001962425,0.0002132626,0.0005202836,0.0004400807,0.0003560754,0.0005711085,0.0007213985,0.0002392006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394332,"about_ca_system_score_gemma":0.0005026567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703068,"about_ca_topic_score_gemma":0.002524574,"domain_scores_codex":[0.9993197,0.000174641,0.0001058041,0.0001059039,0.0001703337,0.0001236655],"domain_scores_gemma":[0.9984225,0.0004319765,0.000646664,0.00005866819,0.0001362785,0.0003039337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007735368,0.0000148135,0.9701068,0.00005278253,0.00001147034,0.02387867,0.0001316375,0.00005657626,0.001574869,0.00003538893,0.0001673105,0.003892313],"study_design_scores_gemma":[0.00000820948,0.0003189356,0.7829201,0.000177915,0.0000345979,0.2115649,0.001003932,0.0005332198,0.002269747,0.0001148633,0.001043271,0.0000103201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99485,0.002782073,0.0006513912,0.0001658142,0.00002434638,0.00003433731,0.0001097809,0.00002297651,0.001359395],"genre_scores_gemma":[0.998437,0.0007048482,0.0005481709,0.00009407126,0.00002334488,0.00001034949,0.0001028134,0.000004746294,0.000074802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703068,"threshold_uncertainty_score":0.004437149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331726899437336,"score_gpt":0.3321024014520936,"score_spread":0.3087851324577202,"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."}}