{"id":"W2570164927","doi":"10.1016/j.bpa.2017.01.001","title":"Spinal-induced hypotension: Incidence, mechanisms, prophylaxis, and management: Summarizing 20 years of research","year":2017,"lang":"en","type":"review","venue":"Best practice & research. Clinical anaesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Anesthesia; Nausea; Vomiting; Phenylephrine; Ephedrine; Adverse effect; Blood pressure; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.04643454,0.000604582,0.003803526,0.001768641,0.0007473029,0.0001668624,0.001610162,0.001693656,0.00005500134],"category_scores_gemma":[0.02136358,0.0004951601,0.0006913252,0.001132586,0.002606299,0.0003366888,0.001947053,0.005952991,0.0008192632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800894,"about_ca_system_score_gemma":0.001295061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005082197,"about_ca_topic_score_gemma":0.00003830325,"domain_scores_codex":[0.9790789,0.01270011,0.002367885,0.001983123,0.002338733,0.001531219],"domain_scores_gemma":[0.9825409,0.01074944,0.001386379,0.002998267,0.00155933,0.0007656617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008427774,0.001037204,0.0001528075,0.01319308,0.0006101337,0.009236841,0.00002573889,2.638681e-8,0.000001605271,0.00820843,0.001883767,0.9648076],"study_design_scores_gemma":[0.0007380483,0.01900952,0.0009601075,0.01717403,0.001309116,0.0004897836,0.0004177339,0.000004750323,5.555839e-7,0.002148261,0.9573573,0.0003907311],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013336,0.9854482,0.00001324486,0.002776613,0.0001905801,0.005502952,0.000003975136,0.00006011948,0.004670681],"genre_scores_gemma":[0.0005131011,0.9901041,0.004520253,0.0004188983,0.0005065878,0.0003675203,0.00004856183,0.0001384087,0.003382583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9644169,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4724293959913555,"score_gpt":0.5709742463056684,"score_spread":0.09854485031431293,"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."}}