{"id":"W2117843781","doi":"10.1053/j.semperi.2015.07.013","title":"Failed induction of labor","year":2015,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Induction of labor; Labor induction; Quarter (Canadian coin); Pregnancy; Obstetrics; Internal medicine; Oxytocin","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002668934,0.0002246243,0.001794537,0.0004304308,0.00001504907,0.00000235195,0.0001391042,0.0004952727,0.00257615],"category_scores_gemma":[0.0001302451,0.0001819689,0.0002419176,0.00037104,0.0001175063,0.00002835269,0.00008579755,0.00052569,0.0001007664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800689,"about_ca_system_score_gemma":0.0003688344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009321379,"about_ca_topic_score_gemma":0.00002027113,"domain_scores_codex":[0.9984135,0.0001395968,0.000787774,0.0002750151,0.0001427511,0.0002413724],"domain_scores_gemma":[0.9991038,0.00006479159,0.0003014645,0.0002993553,0.000120567,0.0001099527],"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":[0.00003667528,0.0001209106,0.0001378523,0.07999032,0.00003361778,0.0001970979,0.00007600788,2.012765e-8,1.210233e-7,0.0005393369,0.00134014,0.9175279],"study_design_scores_gemma":[0.0002508905,0.0003787797,0.00007471725,0.02621374,0.00008237773,0.001453258,0.00004469069,0.000001479646,0.00000255743,0.0001277228,0.9712541,0.000115678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00198588,0.9940521,6.627429e-7,0.0000683526,0.0006353364,0.0004816544,0.0004609982,0.00002151983,0.002293488],"genre_scores_gemma":[0.0002829895,0.9896246,0.0002360977,0.00002073708,0.00006773193,0.000177145,0.0002057789,0.00002952497,0.009355423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.969914,"threshold_uncertainty_score":0.9983357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08271165864207868,"score_gpt":0.437359022904176,"score_spread":0.3546473642620973,"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."}}