{"id":"W4401738179","doi":"10.1159/000540559","title":"Neonatal Adverse Outcomes among Hospital Livebirths in Canada: A National Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Mount Sinai Hospital; St. John’s Health Sciences Centre; University of Ottawa; Hospital for Sick Children; Institut National de Santé Publique du Québec; Dalhousie University; SickKids Foundation; University of Toronto; St. Michael's Hospital; Public Health Agency of Canada","funders":"","keywords":"Medicine; Pediatrics; Neonatal intensive care unit; Confidence interval; Gestational age; Internal medicine; Pregnancy; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005018736,0.0002410492,0.0005567472,0.0005251702,0.00007520951,0.00001322052,0.0001981926,0.0001343886,0.0004848325],"category_scores_gemma":[0.0009667802,0.000215267,0.00008844073,0.000687489,0.0001573352,0.0001616979,0.0001633938,0.001047669,0.00014565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003703982,"about_ca_system_score_gemma":0.008947806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6234252,"about_ca_topic_score_gemma":0.9268555,"domain_scores_codex":[0.9967411,0.0001458285,0.0004953591,0.0006839035,0.001211933,0.0007218972],"domain_scores_gemma":[0.9987132,0.0003820487,0.00005087624,0.0002674349,0.0002715415,0.0003149154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437652,0.0001711091,0.9750441,0.0001301873,0.0001137634,0.0100948,0.0006765907,0.000003854174,0.000003380592,0.001580986,0.0005648896,0.01147259],"study_design_scores_gemma":[0.001782718,0.0006081311,0.9839141,0.00005456962,0.00001772321,0.0001109972,0.001588903,0.0004564493,0.00001474944,0.0002844371,0.01099328,0.0001739263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922546,0.001763159,0.000007577246,0.002228552,0.0007908851,0.001282536,0.00005343706,0.000085329,0.001533903],"genre_scores_gemma":[0.9984146,0.00002802798,0.00004736689,0.000658737,0.00008961496,0.0001941879,0.00001536238,0.00004131387,0.000510832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034303,"threshold_uncertainty_score":0.9966705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902752854018832,"score_gpt":0.3382140639293933,"score_spread":0.3191865353892051,"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."}}