{"id":"W2045437937","doi":"10.1097/jpn.0000000000000023","title":"Labor Down or Bear Down","year":2014,"lang":"en","type":"review","venue":"The Journal of Perinatal & Neonatal Nursing","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Childbirth; Cervix; Nursing; Obstetrics; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138914,0.0005546854,0.002250122,0.0003706004,0.0002914027,0.00006644533,0.0007234645,0.0003050641,0.002049968],"category_scores_gemma":[0.0001906337,0.0002819869,0.001010922,0.0004623788,0.0003340253,0.0002098358,0.0001154882,0.001764351,0.0002123534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979928,"about_ca_system_score_gemma":0.0006260386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004974909,"about_ca_topic_score_gemma":0.000008708475,"domain_scores_codex":[0.996389,0.0003484013,0.001722168,0.0002451378,0.0007473412,0.0005479775],"domain_scores_gemma":[0.9970776,0.0003244145,0.001285608,0.0005329746,0.0003345658,0.0004448167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006918009,0.0001084119,9.901886e-7,0.03758372,0.0001956755,0.0006287521,0.0003279682,4.178072e-7,0.000001700424,0.0001333233,0.001965667,0.9583616],"study_design_scores_gemma":[0.0006303995,0.001527311,0.00003422833,0.07512752,0.000921036,0.04776148,0.0001177625,0.000006935505,0.000008911444,0.00005599708,0.8735573,0.0002511068],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000601664,0.9945704,0.0001128442,0.001005565,0.001960983,0.0005518708,0.0004130879,0.00003248256,0.000751053],"genre_scores_gemma":[0.0006478247,0.9802761,0.0004271228,0.0001991815,0.001880572,0.000007991237,0.00004783069,0.0001000279,0.01641334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9581105,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914066430396257,"score_gpt":0.4068524918728304,"score_spread":0.3577118275688678,"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."}}