{"id":"W4321485147","doi":"10.1017/9781108975780.019","title":"Induction of Labor at Term","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Singleton; Gestation; Induction of labor; Obstetrics; Pregnancy; Medicine; Term (time); Third trimester; Second trimester; First trimester; Fetus; Labor induction; Physics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890102,0.0002871598,0.0002987922,0.0002985835,0.000375698,0.0003677238,0.0004964998,0.0006318246,0.0582734],"category_scores_gemma":[0.0005073881,0.00008315904,0.0003842245,0.0001896803,0.0002656484,0.0003071524,0.0006766085,0.001260594,0.02842668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662912,"about_ca_system_score_gemma":0.0004563289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506568,"about_ca_topic_score_gemma":0.0008475758,"domain_scores_codex":[0.9999062,0.0000188046,0.000005734777,0.00001260857,0.00003774216,0.00001886243],"domain_scores_gemma":[0.9998883,0.00003400475,0.00001434895,0.00001469685,0.0000110592,0.0000375766],"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":[0.0005951792,0.0003303333,0.0004354125,0.0009362536,0.0000163833,0.001945418,0.000281521,0.0001790086,0.0102202,0.01731384,0.2764954,0.6912511],"study_design_scores_gemma":[0.00008075608,0.0004459893,0.002785604,0.0007929683,0.000009949754,0.005555993,0.00007498578,0.00006579726,0.001066153,0.003352644,0.9857561,0.00001297341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006921515,0.08339167,0.006121053,0.006362888,0.00318878,0.0002155067,0.0006221837,0.0008289002,0.8923476],"genre_scores_gemma":[0.05406465,0.09199344,0.009458265,0.01084263,0.002121499,0.0005066161,0.0008583925,0.000228687,0.8299259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0582734,"threshold_uncertainty_score":0.194944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314588814004212,"score_gpt":0.2697113916881881,"score_spread":0.216565503548146,"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."}}