{"id":"W2310724685","doi":"10.1242/bio.017665","title":"Impact of bronchopulmonary dysplasia on brain and retina","year":2016,"lang":"en","type":"article","venue":"Biology Open","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Children's Hospital of Eastern Ontario; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian Lung Association; Stem Cell Network","keywords":"Bronchopulmonary dysplasia; Hyperoxia; Retina; Retinal; Lung; Retinopathy of prematurity; Brain damage; Pathology; H&E stain; Biology; Room air distribution; Medicine; Physiology; Internal medicine; Ophthalmology; Staining; Neuroscience; Pregnancy; Gestational age","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004631269,0.00007918448,0.0002394596,0.00007766271,0.00003037297,0.000003159271,0.0001669317,0.0001095535,0.0004347135],"category_scores_gemma":[0.0009513043,0.00004086165,0.00003175153,0.00006750675,0.000218171,0.00004085356,0.0001985385,0.0001016287,0.00008955263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006585752,"about_ca_system_score_gemma":0.0003112605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355186,"about_ca_topic_score_gemma":0.000007687278,"domain_scores_codex":[0.9991781,0.000131291,0.0001606379,0.0002250161,0.00007504284,0.0002298795],"domain_scores_gemma":[0.9988568,0.0005865014,0.00005114469,0.0002710192,0.00004905003,0.0001855213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004352058,0.0001091644,0.42282,0.0000802354,0.00005104838,0.00005989932,0.00001926992,1.666536e-8,0.1596856,0.001138457,0.008161278,0.403523],"study_design_scores_gemma":[0.002258877,0.006250852,0.9108106,0.0001635131,0.000004641703,0.00005753546,0.000004357164,0.000001812382,0.002245391,0.0003240414,0.07781168,0.00006662132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859452,0.0004694157,0.000004049208,0.006370997,0.00002815744,0.0005941782,0.00003618359,0.000008417065,0.006543418],"genre_scores_gemma":[0.9964471,0.0001491195,0.00009100599,0.0008344703,0.0000487254,0.00002025797,0.000005871244,0.00001079818,0.002392613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4879907,"threshold_uncertainty_score":0.4759808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07008199928016749,"score_gpt":0.4560922330531839,"score_spread":0.3860102337730164,"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."}}