{"id":"W1593263096","doi":"10.1093/pch/18.2.86","title":"Bronchopulmonary dysplasia – trends over three decades","year":2013,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Birth weight; Respiratory distress; Gestational age; Pediatrics; Gestation; Low birth weight; Apgar score; Gynecology; Obstetrics; Pregnancy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000887498,0.0003291787,0.0006110601,0.0008348948,0.0004317231,0.0000488132,0.0002973712,0.0002499843,0.001934766],"category_scores_gemma":[0.000305788,0.0002847209,0.0001780268,0.001431351,0.0001087023,0.000243432,0.0001647312,0.001303099,0.001286533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006199854,"about_ca_system_score_gemma":0.001208064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645233,"about_ca_topic_score_gemma":0.0002037067,"domain_scores_codex":[0.995748,0.0001468121,0.0007804404,0.0006634327,0.001262062,0.001399272],"domain_scores_gemma":[0.9966839,0.0003100118,0.0002305897,0.0007708079,0.0001957209,0.001808989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002064113,0.0003526474,0.2126909,0.001369615,0.00003399144,0.00007058163,0.0001509976,0.000003018335,0.00002014881,0.0009233876,0.05334787,0.7308304],"study_design_scores_gemma":[0.001725051,0.0009584745,0.7915703,0.00008798142,0.00002032925,0.000088135,0.00002595371,0.000336812,0.00001133186,0.0004849089,0.2044613,0.000229436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6918823,0.1495751,0.0004462474,0.1020107,0.001556437,0.004966835,0.0001731312,0.0008604141,0.04852891],"genre_scores_gemma":[0.9486398,0.01134891,0.002457781,0.03097885,0.003634629,0.0002972547,0.0001830563,0.0001954773,0.002264291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.730601,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771461392142844,"score_gpt":0.3446039865253894,"score_spread":0.316889372603961,"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."}}