{"id":"W2340901908","doi":"10.1056/nejm-jw.na40428","title":"Labor Induction: Oral Misoprostol or Cervical Balloon Catheter?","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Misoprostol; Labor induction; Balloon; Obstetrics; Cervix; Balloon catheter; Quarter (Canadian coin); Complication; Catheter; Induction of labor; Pregnancy; Gynecology; Abortion; Surgery; Internal medicine","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":[0.001112754,0.000170217,0.0008628671,0.0003508916,0.0002999707,0.0006119323,0.0002588982,0.001113755,0.005155599],"category_scores_gemma":[0.002953648,0.0001147477,0.0005998553,0.0004995717,0.000457307,0.0004083756,0.0002398956,0.0009967738,0.000494586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000541114,"about_ca_system_score_gemma":0.00128476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613418,"about_ca_topic_score_gemma":0.003374775,"domain_scores_codex":[0.9993672,0.0002761944,0.00007871458,0.00006636074,0.0001166457,0.00009495806],"domain_scores_gemma":[0.9989748,0.0005383629,0.0002750285,0.00002711001,0.00005389876,0.0001307988],"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":[0.03361934,0.002328716,0.06055682,0.006398235,0.0007760663,0.001031787,0.0002910157,0.0002297369,0.002363033,0.003409558,0.01929328,0.8697025],"study_design_scores_gemma":[0.03099813,0.07017317,0.3656952,0.04137039,0.009846173,0.02107925,0.00442274,0.001806275,0.01405156,0.01327305,0.4269019,0.0003821283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.3313675,0.5830823,0.0008931291,0.053093,0.004343053,0.0002551691,0.0006643137,0.00005106212,0.02625052],"genre_scores_gemma":[0.7804354,0.192924,0.002005113,0.0141458,0.003828839,0.0001564488,0.0003384326,0.00001945883,0.006146493],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005155599,"threshold_uncertainty_score":0.0172472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242307014225094,"score_gpt":0.3596433055581501,"score_spread":0.3072202354158992,"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."}}