{"id":"W1964635500","doi":"10.1016/j.medengphy.2006.01.005","title":"Continuous monitoring of cervical dilatation and fetal head station during labor","year":2006,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Fetal head; Cervical dilatation; Cervix; Medicine; Fetal monitoring; Head (geology); Obstetrics; Fetus; Pregnancy; 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":[0.0008414584,0.0002611251,0.0004692383,0.0009233953,0.0002126697,0.0002940297,0.0003970556,0.0003701298,0.0006542207],"category_scores_gemma":[0.006656911,0.0001906751,0.000115493,0.0004659223,0.0003061246,0.0001889831,0.0004626419,0.0003168194,0.0002007368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991697,"about_ca_system_score_gemma":0.0004031509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097065,"about_ca_topic_score_gemma":0.0008821986,"domain_scores_codex":[0.9987379,0.0004935073,0.0000672352,0.0002304908,0.0004171905,0.000053735],"domain_scores_gemma":[0.9973023,0.001271477,0.0005275843,0.0002794603,0.000474809,0.0001442275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002735936,0.0003040278,0.6208119,0.0003005079,0.0000840596,0.0005201682,0.0007860323,0.001805553,0.1123617,0.0002599878,0.001319528,0.2587107],"study_design_scores_gemma":[0.0001840018,0.003540486,0.9133805,0.00005164572,0.0001102879,0.003897043,0.0001486829,0.01022197,0.06456213,0.0001606312,0.003669057,0.00007351406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762561,0.001133933,0.01970796,0.0000909104,0.00002636297,0.0002151253,0.0005554751,0.0004096213,0.001604492],"genre_scores_gemma":[0.9844045,0.0002858755,0.01407798,0.00008090641,0.00004215848,0.0002105106,0.0003319035,0.00002293426,0.0005432145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097065,"threshold_uncertainty_score":0.004450083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00930832344313256,"score_gpt":0.2845299772675435,"score_spread":0.275221653824411,"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."}}