{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005730172,0.0001909411,0.0003229487,0.001643811,0.0002977954,0.0006077226,0.0004572536,0.000447818,0.001421992],"category_scores_gemma":[0.001514776,0.0001454526,0.0003935431,0.002341065,0.000206709,0.0004495318,0.0003507817,0.0004394547,0.0002908142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503137,"about_ca_system_score_gemma":0.001265207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1425824,"about_ca_topic_score_gemma":0.1492108,"domain_scores_codex":[0.9996114,0.00003222096,0.00005221596,0.0001200148,0.00009333481,0.00009084065],"domain_scores_gemma":[0.9980288,0.0001021505,0.0009837416,0.00004543042,0.0006138628,0.0002258537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004709491,0.00001261824,0.992941,0.00005840572,0.00007098177,0.00007268613,0.00009968707,0.00009447567,0.0001903491,0.00005305263,0.0005368143,0.005822762],"study_design_scores_gemma":[0.000001473747,0.00002110762,0.9985412,0.00002250495,0.00001417416,0.0001758011,0.00008481679,0.00006883493,0.00004063698,0.000004787432,0.001022347,0.000002201951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786204,0.01077654,0.0002309817,0.0006859175,0.00004166301,0.0000166153,0.007458912,0.00004659771,0.002122265],"genre_scores_gemma":[0.9888796,0.004127408,0.0002102012,0.0001219477,0.00005506799,0.00001696691,0.006002509,0.000005967637,0.0005803027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425824,"threshold_uncertainty_score":0.283505,"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."}}