{"id":"W1987901387","doi":"10.1007/s12630-013-0094-5","title":"Review of a high-risk obstetric anesthesia antepartum consult clinic","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Obstetric anesthesia; Medicine; High risk pregnancy; Obstetrics; Obstetric history; Pregnancy; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003860291,0.001312066,0.007641441,0.002938739,0.0004192567,0.0001837259,0.001461728,0.001056798,0.001075009],"category_scores_gemma":[0.001682327,0.001004242,0.00275539,0.001998509,0.0005484495,0.0003416669,0.00001448264,0.004006408,0.0001788023],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002030857,"about_ca_system_score_gemma":0.02844691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036839,"about_ca_topic_score_gemma":0.0005696491,"domain_scores_codex":[0.9905188,0.001140956,0.004947373,0.0006071251,0.001145144,0.001640593],"domain_scores_gemma":[0.9827447,0.0007681134,0.007035505,0.001126674,0.002638043,0.005686982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004624623,0.00009789776,0.0002505537,0.04344703,0.001189718,0.4667788,0.000146059,0.000001168538,1.644251e-7,0.00004053461,0.02149433,0.4665076],"study_design_scores_gemma":[0.0005948788,0.001006289,0.00005519154,0.1077799,0.002578159,0.4707145,0.00004312676,9.596331e-7,5.164839e-7,0.00003539531,0.4167848,0.0004063484],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008520559,0.9880119,0.000004565205,0.001142465,0.0008653393,0.001208776,0.00003140643,0.00001901422,0.0001959649],"genre_scores_gemma":[0.00093873,0.9947934,0.0005564149,0.0002388446,0.001735571,0.00002307514,0.00004982539,0.00027972,0.001384382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4661012,"threshold_uncertainty_score":0.9999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937147687235623,"score_gpt":0.2920564102674989,"score_spread":0.2626849333951427,"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."}}