{"id":"W2111161068","doi":"10.1016/j.ijoa.2009.09.006","title":"Anesthetic management of a consecutive cohort of women with heart disease for labor and delivery","year":2010,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Mount Sinai Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Anesthetic; Cesarean delivery; Anesthesia; Disease; Obstetrics; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308155,0.0001022624,0.0003844214,0.0002842752,0.00001223929,0.000009179904,0.0001528122,0.00003673238,0.00002241813],"category_scores_gemma":[0.0001336645,0.00007891686,0.000135412,0.0001549129,0.0001697629,0.00007740875,0.0000213627,0.0001172015,6.029091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007744694,"about_ca_system_score_gemma":0.0001345908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003302035,"about_ca_topic_score_gemma":1.547072e-7,"domain_scores_codex":[0.9987297,0.00002391115,0.0003797786,0.0001167758,0.0006270965,0.0001227275],"domain_scores_gemma":[0.9981464,0.0001792748,0.0002979706,0.000169776,0.001053339,0.0001533086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007689043,0.0008468797,0.9595079,0.000711995,0.004009213,0.008678067,0.001171054,0.00005523761,0.001237591,0.003596492,0.0002040282,0.01229251],"study_design_scores_gemma":[0.004649922,0.0007971687,0.9727934,0.0008857633,0.0007349326,0.01286142,0.0005526855,0.00003707358,0.001035452,0.0003547922,0.005176443,0.0001209369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965416,0.002053995,0.0002013419,0.0006716121,0.0001266629,0.0003333862,0.00000606901,0.000004266552,0.00006109804],"genre_scores_gemma":[0.9942616,0.0002338026,0.005197841,0.0001308918,0.00005482885,0.00001438978,0.000002495295,0.00001549705,0.00008862639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328551,"threshold_uncertainty_score":0.3218136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134063535476885,"score_gpt":0.2506774610693592,"score_spread":0.2435433975338823,"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."}}