{"id":"W2138356415","doi":"10.1016/j.resuscitation.2008.08.004","title":"Ante- and intra-partum factors that predict increased need for neonatal resuscitation","year":2008,"lang":"en","type":"article","venue":"Resuscitation","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Alberta; Janeway Children's Health and Rehabilitation Centre; Royal Alexandra Hospital","funders":"American Heart Association","keywords":"Medicine; Neonatal resuscitation; Apgar score; Resuscitation; Obstetrics; Intensive care; Meconium; Caesarean section; Intubation; Oligohydramnios; Pregnancy; Emergency medicine; Anesthesia; Birth weight; Intensive care medicine; Fetus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613749,0.0001932603,0.0002881721,0.0003894927,0.000340986,0.00003004463,0.00008480863,0.000159375,0.00002056398],"category_scores_gemma":[0.002443633,0.0001730772,0.00007384482,0.0003526065,0.0002188451,0.0003768831,0.00003093625,0.000245436,0.00001360832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852911,"about_ca_system_score_gemma":0.0004340906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001877629,"about_ca_topic_score_gemma":0.00005764383,"domain_scores_codex":[0.9979219,0.0001282547,0.0003609213,0.0004218202,0.0007215134,0.0004455255],"domain_scores_gemma":[0.9978195,0.001001534,0.0001343678,0.0002605665,0.0003608565,0.0004231756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0218474,0.000534551,0.742192,0.00709998,0.0003462245,0.0004144894,0.01159007,0.00002469893,0.09472089,0.003301153,0.01262203,0.1053065],"study_design_scores_gemma":[0.006514139,0.001325494,0.9564235,0.0002388627,0.00005616524,0.00005507206,0.001308988,0.002927992,0.01408795,0.0007022067,0.01607864,0.0002810278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933953,0.0008550735,0.002161646,0.00117175,0.0002289889,0.001696898,0.0001008433,0.0001189905,0.0002705188],"genre_scores_gemma":[0.9964992,0.0003128792,0.00187525,0.0003345523,0.0001710542,0.0001251687,0.0004276778,0.00004144632,0.0002127597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2142315,"threshold_uncertainty_score":0.7057882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926174725055118,"score_gpt":0.3462956666220143,"score_spread":0.2770339193714631,"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."}}