{"id":"W3001187975","doi":"10.1136/archdischild-2019-318284","title":"Childhood and adolescent mental health of NICU graduates: an observational study","year":2020,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Anxiety; Psychiatry; Comorbidity; Odds ratio; Pediatrics; Mental health; Conduct disorder; Separation anxiety disorder; Attention deficit hyperactivity disorder; Child and adolescent psychiatry; Observational study; Cohort; Cross-sectional study; Anxiety disorder; Cohort study","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":[0.00008054489,0.0001509595,0.0003503282,0.000101126,0.00004434043,0.000005577846,0.0001102201,0.00001489394,0.00001383799],"category_scores_gemma":[0.00006059097,0.0001375072,0.0000729073,0.0001283964,0.00007580487,0.00008865206,0.00009244442,0.0001347571,3.888284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000920105,"about_ca_system_score_gemma":0.0003263837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115165,"about_ca_topic_score_gemma":0.000005948961,"domain_scores_codex":[0.9987077,0.000092182,0.0004475692,0.0002861691,0.0002915956,0.0001747753],"domain_scores_gemma":[0.9992447,0.00004277529,0.0001368945,0.0001824324,0.000018512,0.0003746794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005706538,0.001187453,0.9484913,0.0003034743,0.00006968848,0.000007140712,0.04556146,0.000005142776,0.00007392989,0.00008210286,0.00009052707,0.003557066],"study_design_scores_gemma":[0.003570175,0.001043751,0.9926459,0.0004744352,0.00003083442,0.000001705104,0.001448841,0.0001481445,0.00008070961,0.000384858,0.00003936317,0.0001313251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933046,0.0004274687,0.000002948752,0.004414782,0.00002966057,0.00128962,0.0003163871,0.00002021381,0.0001942969],"genre_scores_gemma":[0.9967864,0.0001285317,0.0009058118,0.001481963,0.00005333134,0.00001573901,0.0006103159,0.00001582322,0.000002080759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04415449,"threshold_uncertainty_score":0.5607381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802891742265536,"score_gpt":0.3041951082645515,"score_spread":0.2561661908418962,"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."}}