{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035631,0.0003551953,0.0005485182,0.001867634,0.001554741,0.001053736,0.001069311,0.0003750658,0.0009311674],"category_scores_gemma":[0.002469783,0.0004167352,0.0006302356,0.005754414,0.0005710595,0.0003848099,0.000888719,0.0006377888,0.0001583136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01611626,"about_ca_system_score_gemma":0.02039624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708873,"about_ca_topic_score_gemma":0.9682789,"domain_scores_codex":[0.9986405,0.00008567031,0.0001503253,0.000274406,0.0005403538,0.0003087081],"domain_scores_gemma":[0.9967129,0.0001684242,0.001060621,0.0001464997,0.00138336,0.0005282621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001946498,0.000006837859,0.9986086,0.00003187826,0.00003643509,0.00004314988,0.00008437548,0.00002388651,0.00003369052,0.00001824492,0.0003357164,0.0007576699],"study_design_scores_gemma":[0.000002939159,0.00001318171,0.9990539,0.00004026599,0.00002987134,0.00008183267,0.0003172299,0.00009072385,0.00002218687,0.000007480322,0.0003353249,0.000004967141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976701,0.003014257,0.0002793662,0.0002958263,0.00002026487,0.0001197526,0.01780295,0.00002317471,0.001743415],"genre_scores_gemma":[0.9909633,0.001883156,0.000316034,0.0001923496,0.00001131707,0.00006997229,0.006212156,0.000006568754,0.0003451825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0291127,"threshold_uncertainty_score":0.1169322,"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."}}