{"id":"W7070325150","doi":"","title":"Obstetric Cervical Ripening Device","year":2017,"lang":"en","type":"article","venue":"Digital WPI","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Worcester Polytechnic Institute","keywords":"Balloon; Insert (composites); Quarter (Canadian coin); Labor induction","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":[0.0005556467,0.0003184513,0.0004076287,0.0007452538,0.0005531017,0.0007926112,0.0009079342,0.0009533042,0.02447123],"category_scores_gemma":[0.002905869,0.0001972539,0.0005734925,0.0004517527,0.0004019333,0.0006274609,0.0009830128,0.001002433,0.007157016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257707,"about_ca_system_score_gemma":0.0006404378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005329872,"about_ca_topic_score_gemma":0.0004552089,"domain_scores_codex":[0.9993199,0.0001188801,0.00009662194,0.0001580361,0.0002503457,0.00005623581],"domain_scores_gemma":[0.9994405,0.000238338,0.00007707522,0.00008356691,0.00009419851,0.00006623586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007554191,0.0002438322,0.005366654,0.00218798,0.00007086351,0.006593802,0.0003612014,0.0004924493,0.04494547,0.008176301,0.06431841,0.8664877],"study_design_scores_gemma":[0.0005339397,0.002818359,0.01713201,0.001110647,0.0003056296,0.08090077,0.0002490222,0.00328038,0.0469047,0.002162052,0.8444449,0.0001575853],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1320008,0.1018189,0.2246106,0.01985849,0.007710942,0.005182785,0.007772122,0.01501001,0.4860354],"genre_scores_gemma":[0.6105224,0.03655354,0.1812173,0.01542728,0.002092072,0.002388932,0.00374687,0.0005137798,0.1475378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02447123,"threshold_uncertainty_score":0.08186442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829967386847139,"score_gpt":0.2887768451208269,"score_spread":0.2604771712523555,"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."}}