{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005429198,0.0003103642,0.0002807675,0.0005548404,0.0003479314,0.0006847754,0.0003302387,0.0009231837,0.003884222],"category_scores_gemma":[0.007225303,0.0001820846,0.0004126069,0.0006894042,0.0004853984,0.0005575667,0.0002728051,0.001521779,0.0003161456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672461,"about_ca_system_score_gemma":0.0007269508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411218,"about_ca_topic_score_gemma":0.002133216,"domain_scores_codex":[0.9996672,0.0001029496,0.00004098346,0.0000405194,0.00005535246,0.00009310921],"domain_scores_gemma":[0.9940581,0.002531151,0.001712886,0.0002918602,0.0002644367,0.001141474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004039434,0.00008907865,0.9964462,0.000009891503,0.00002931815,0.0002196923,0.00004749996,0.00005266358,0.0004089658,0.00005281114,0.0001483175,0.002091612],"study_design_scores_gemma":[0.000007697458,0.0001527191,0.9985198,0.00001438268,0.00002786247,0.0004877005,0.0002026223,0.0001652347,0.0001647353,0.00008103048,0.0001716571,0.000004567466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973444,0.0003136357,0.00008859995,0.0003217726,0.00002999921,0.000008027389,0.0002458677,0.000003223138,0.001644543],"genre_scores_gemma":[0.998759,0.0002269516,0.0002364135,0.00008389228,0.00005280051,0.000009492194,0.0002850294,0.000005806747,0.0003405775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884222,"threshold_uncertainty_score":0.01299405,"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."}}