{"id":"W4220899020","doi":"10.26502/ogr081","title":"Induction of Labor: A Comparison of Guidelines","year":2022,"lang":"en","type":"article","venue":"Obstetrics and Gynecology Research","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Induction of labor; Labor induction; Pregnancy; Preterm labor; Obstetrics; Medicine; Economics; Fetus; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01687155,0.000389243,0.001964215,0.007207747,0.0004963001,0.00274182,0.001219826,0.001303154,0.004419092],"category_scores_gemma":[0.1036345,0.0003694693,0.002451046,0.0101708,0.0005617169,0.002185867,0.001530097,0.001648464,0.0005020136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078509,"about_ca_system_score_gemma":0.006984151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279228,"about_ca_topic_score_gemma":0.009367472,"domain_scores_codex":[0.9752211,0.009429824,0.007413456,0.001402426,0.00589557,0.0006376419],"domain_scores_gemma":[0.9253728,0.03944338,0.01565346,0.001364618,0.01607699,0.002088784],"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":[0.009677828,0.0005425439,0.07671423,0.08199126,0.007642374,0.0002866772,0.002331351,0.001122576,0.000393682,0.00700577,0.05029166,0.762],"study_design_scores_gemma":[0.006295369,0.005712941,0.3159834,0.2531567,0.0281891,0.00201002,0.009098954,0.002396812,0.001144487,0.006495344,0.3691333,0.0003835968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1183851,0.8085322,0.0037928,0.01641972,0.003104579,0.002459352,0.01247452,0.0001717225,0.03466001],"genre_scores_gemma":[0.543197,0.4156176,0.01365864,0.009996394,0.001338438,0.003224258,0.01111217,0.0002353342,0.001620111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01687155,"threshold_uncertainty_score":0.08922631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.289354132403456,"score_gpt":0.5205245131080899,"score_spread":0.2311703807046339,"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."}}