{"id":"W1973993879","doi":"10.14740/jocmr2058w","title":"Clinical Significance of Precipitous Labor","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Singleton; Obstetrics; Population; Retrospective cohort study; Labor induction; Gynecology; Pregnancy; Surgery; Oxytocin; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005176165,0.0002438963,0.0003535936,0.0009329684,0.0004310437,0.0005271218,0.0004632611,0.0003850875,0.002320751],"category_scores_gemma":[0.005935198,0.0001303803,0.0001623534,0.000635576,0.0007201422,0.0002285246,0.0006773798,0.0005234405,0.0002063144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995896,"about_ca_system_score_gemma":0.000923734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009720423,"about_ca_topic_score_gemma":0.0006830436,"domain_scores_codex":[0.9992538,0.0001818061,0.0001178777,0.0001198382,0.0001744442,0.0001522033],"domain_scores_gemma":[0.994125,0.00134433,0.003208754,0.0001449135,0.0003283515,0.0008485924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149266,0.00001106935,0.9924693,0.00005126265,0.00001339382,0.003281479,0.00007447782,0.00006335865,0.0004522882,0.0000736689,0.0001527585,0.003207649],"study_design_scores_gemma":[0.000009275108,0.0001876619,0.9409324,0.0001068604,0.0000293891,0.05621258,0.0004921735,0.0002968073,0.0006569693,0.0003101683,0.0007529048,0.00001274852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942248,0.002596548,0.0003983792,0.0003297622,0.0000235717,0.00002977308,0.0002265822,0.00001929956,0.002151217],"genre_scores_gemma":[0.9992332,0.0003923974,0.000125715,0.00002778006,0.00002951922,0.000005659869,0.0001245196,0.000002559427,0.00005859702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320751,"threshold_uncertainty_score":0.007763624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4018997588690794,"score_gpt":0.648642377135878,"score_spread":0.2467426182667986,"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."}}