{"id":"W2030515350","doi":"10.1111/birt.12014","title":"Quantifying <scp>VBAC</scp> Risk: Muddying the Waters","year":2012,"lang":"en","type":"letter","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Industry, Tourism and Investment; Government of Northwest Territories; University of British Columbia","funders":"","keywords":"Medicine; Obstetrics; Uterine rupture; Pregnancy; Vaginal delivery; Gestation; Vaginal birth; Prospective cohort study; Quarter (Canadian coin); Elective cesarean section; Pediatrics; Surgery; Uterus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004598353,0.0003125937,0.0004125018,0.000139321,0.000288226,0.000058063,0.0002658471,0.0004143238,0.0007456438],"category_scores_gemma":[0.0001195473,0.0001822325,0.0003493187,0.0001134706,0.00008667631,0.00006845733,0.0001157686,0.002157495,0.001511801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007187611,"about_ca_system_score_gemma":0.00005606291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009685316,"about_ca_topic_score_gemma":0.00002143027,"domain_scores_codex":[0.9979452,0.0001555895,0.0004568786,0.0003073426,0.0004110283,0.0007239652],"domain_scores_gemma":[0.9986873,0.0002727683,0.0002869315,0.0005367103,0.00007033241,0.0001459615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001207527,0.00004328068,0.02564201,0.005763361,0.0001523289,0.0004125793,0.0009967142,5.166646e-7,0.00001961286,0.00004666393,0.9618217,0.005089092],"study_design_scores_gemma":[0.0002855445,0.00009852317,0.01783653,0.0006448345,0.00009819694,0.0003341142,0.0001141068,0.00002168955,0.0001121656,0.00003955097,0.9803366,0.00007811526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3289188,0.005899546,0.0002866265,0.6397547,0.007565226,0.001662319,0.001000372,0.000455844,0.01445657],"genre_scores_gemma":[0.2383582,0.0008411706,0.0004036097,0.4937101,0.01406779,0.0001725821,0.0004202435,0.0001956213,0.2518306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2373741,"threshold_uncertainty_score":0.9992656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08485939366919687,"score_gpt":0.3362863034577764,"score_spread":0.2514269097885796,"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."}}