{"id":"W2010867888","doi":"10.1136/archdischild-2014-306576.353","title":"PLD.54 The influence of Operator characteristics in the rate of Caesarean Section in the Second Stage of Labour","year":2014,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Graduation (instrument); Caesarean section; Stage (stratigraphy); Medicine; Obstetrics; Pregnancy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008687302,0.0001736008,0.0002226793,0.00051397,0.0003917464,0.0008844483,0.0004763465,0.0002636369,0.01955204],"category_scores_gemma":[0.005885436,0.0001463079,0.0003379593,0.001006412,0.0004423627,0.0002424324,0.0003656359,0.000444896,0.001631528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145617,"about_ca_system_score_gemma":0.002783861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07236331,"about_ca_topic_score_gemma":0.05187129,"domain_scores_codex":[0.999271,0.0001348127,0.00006548842,0.0001303766,0.0002444727,0.0001539027],"domain_scores_gemma":[0.9934626,0.00128202,0.003198251,0.0001901114,0.0006538624,0.001213307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103416,0.0000154414,0.9942145,0.00002686221,0.00001767142,0.00008831238,0.00005546326,0.00003540794,0.0001029185,0.00002672339,0.0004870928,0.004826152],"study_design_scores_gemma":[0.000006015593,0.000056697,0.9985867,0.00002687326,0.00001271578,0.0002157893,0.0001509753,0.0001435756,0.0000525323,0.00002283951,0.0007226065,0.000002829111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886944,0.0009132092,0.0004021298,0.000864621,0.00007385695,0.00004680793,0.003380542,0.0000359199,0.005588576],"genre_scores_gemma":[0.9958846,0.0002418097,0.0003409597,0.000124161,0.00005378663,0.00002163408,0.0007489412,0.00002228872,0.002561722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07236331,"threshold_uncertainty_score":0.1438842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005143963546187614,"score_gpt":0.2309806821117274,"score_spread":0.2258367185655398,"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."}}