{"id":"W2789578666","doi":"10.1016/j.jpeds.2017.12.020","title":"Severe Neurodevelopmental Impairment in Neonates Born Preterm: Impact of Varying Definitions in a Canadian Cohort","year":2018,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Incidence (geometry); Gestational age; Pediatrics; Cohort; Bronchopulmonary dysplasia; Neonatal intensive care unit; Cohort study; Pregnancy; Internal medicine","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":[0.001897333,0.00010838,0.0002719864,0.0008768277,0.00006421356,0.000008161211,0.0002039679,0.00006591328,0.0001032261],"category_scores_gemma":[0.0006347971,0.0000739429,0.00007382703,0.0007895143,0.00008417137,0.0001100104,0.00004718471,0.0005640577,0.00001023896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115407,"about_ca_system_score_gemma":0.005573699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04453106,"about_ca_topic_score_gemma":0.02687887,"domain_scores_codex":[0.998136,0.0001619964,0.0006283505,0.00008506382,0.0005166585,0.0004719559],"domain_scores_gemma":[0.9985856,0.0003069456,0.0002185611,0.0001591437,0.0002874096,0.0004423553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006342846,0.00009501145,0.994996,0.0001671437,0.00001176794,0.0002651499,0.001054828,0.00006385266,0.0002321656,0.000005770646,0.0004328199,0.002041277],"study_design_scores_gemma":[0.001430518,0.001324882,0.9959761,0.00008603524,0.00003999751,0.0005253167,0.00009779848,0.0001081701,0.00007866399,0.00009349656,0.0001669689,0.00007204073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974574,0.0009422913,0.000003416287,0.0004984923,0.00009388343,0.0003653759,0.00002556549,0.000002470017,0.0006110513],"genre_scores_gemma":[0.9977444,0.001576581,0.0002310124,0.000228088,0.0001863535,0.000002806318,0.0000023231,0.00001551808,0.00001289929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765218,"threshold_uncertainty_score":0.990878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361415750600309,"score_gpt":0.3502029733015914,"score_spread":0.3065888157955883,"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."}}