{"id":"W4403005435","doi":"10.1111/birt.12883","title":"Maternal and Neonatal Consequences of Early Augmentation of Labor Among Women With Spontaneous Onset of Labor: A National Population‐Based Study","year":2024,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Direction Générale de l’offre de Soins","keywords":"Medicine; Propensity score matching; Obstetrics; Apgar score; Population; Logistic regression; Confounding; Labor induction; Cohort; Psychological intervention; Oxytocin; Pregnancy; Birth weight; Surgery","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":[0.0001483743,0.00006565024,0.000165071,0.0001448737,0.00001744388,0.000007589339,0.00003292795,0.00002094163,0.0003761273],"category_scores_gemma":[0.0000133028,0.00004896117,0.00001866927,0.0001468617,0.00007415195,0.00006153638,0.00001026523,0.00004766413,0.000001321485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000394511,"about_ca_system_score_gemma":0.0001244567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478075,"about_ca_topic_score_gemma":0.0004885207,"domain_scores_codex":[0.9991856,0.00003389839,0.0002935444,0.0001058338,0.0003046776,0.0000764046],"domain_scores_gemma":[0.9995938,0.00004472765,0.0001083673,0.00005639789,0.0001468531,0.0000498685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001367271,0.0001169573,0.9926493,0.002140406,0.00007419934,0.0002015408,0.001210969,0.0000114446,0.0004152395,0.0003979882,0.000003576897,0.001411153],"study_design_scores_gemma":[0.0008175626,0.002019678,0.9938372,0.0004962152,0.00001768748,0.0001689085,0.0003982318,0.0001220592,0.001908,0.0001321305,0.0000418866,0.00004043028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983284,0.0001558738,0.00001411113,0.00008316978,0.00005000275,0.0002674029,0.001054663,0.00001468487,0.00003173348],"genre_scores_gemma":[0.9989505,0.00000567512,0.0002289219,0.00002068405,0.0000141365,0.00002373537,0.00002060717,0.000007103223,0.0007285798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002989555,"threshold_uncertainty_score":0.5257832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786043837504668,"score_gpt":0.3186546368729997,"score_spread":0.300794198497953,"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."}}