{"id":"W3106191406","doi":"10.1097/01.aoa.0000719632.08814.1a","title":"Prevention of Hypotension After Spinal Anaesthesia for Cesarean Section: A Systematic Review and Network Meta-analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"Obstetric Anesthesia Digest","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Spinal anesthesia; Anesthesia; Elective cesarean section; Randomized controlled trial; Meta-analysis; Surgery; 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":[0.008215134,0.001717206,0.0122291,0.003386573,0.0004794857,0.002038029,0.001446157,0.001639786,0.004462714],"category_scores_gemma":[0.02656038,0.0009009328,0.02086823,0.004144271,0.0004959062,0.001308112,0.001060001,0.001897314,0.0002859241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712243,"about_ca_system_score_gemma":0.002605267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868875,"about_ca_topic_score_gemma":0.01196749,"domain_scores_codex":[0.9945598,0.002751461,0.001514551,0.0004693223,0.0005228144,0.000181982],"domain_scores_gemma":[0.9859704,0.01099914,0.001803659,0.0002835117,0.0007855193,0.0001578196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003433217,0.00005224485,0.002354616,0.6397372,0.3187206,0.00009680463,0.00007773132,0.0003812625,0.0002083057,0.0001974946,0.0009532663,0.03378728],"study_design_scores_gemma":[0.001666533,0.0004244938,0.004141198,0.06556812,0.9244715,0.0001170281,0.00005104432,0.0001988218,0.000138322,0.00031108,0.002883208,0.00002874177],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002379628,0.9966627,0.0002206078,0.0001151608,0.00008923994,0.0001498861,0.0002110637,0.000009901798,0.0001616557],"genre_scores_gemma":[0.06516678,0.9319899,0.001177994,0.000503949,0.0001513661,0.0004486278,0.0003806082,0.00001235328,0.0001684552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0122291,"threshold_uncertainty_score":0.0434463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09334944977570421,"score_gpt":0.3440901286264921,"score_spread":0.2507406788507879,"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."}}