{"id":"W2042996701","doi":"10.1111/anae.12290","title":"Speed of spinal vs general anaesthesia for category‐1 caesarean section: a simulation and clinical observation‐based study","year":2013,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Medicine; Caesarean section; Spinal anesthesia; Anesthesia; General anaesthesia; Intrathecal; Regional anaesthesia; Elective caesarean section; Surgery; Pregnancy","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":[0.001992163,0.0002793939,0.0004400298,0.0005526823,0.0002281112,0.0005798079,0.000463388,0.0005927337,0.002577487],"category_scores_gemma":[0.01471809,0.0003035146,0.0006321872,0.0003666579,0.0004617918,0.0006511891,0.0003976507,0.0004519497,0.0005396486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740591,"about_ca_system_score_gemma":0.0005994793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317246,"about_ca_topic_score_gemma":0.001068385,"domain_scores_codex":[0.9987845,0.0006609231,0.0001124086,0.0001535949,0.0001712354,0.0001174317],"domain_scores_gemma":[0.9851127,0.009362376,0.003030281,0.0006324011,0.0006564342,0.001205808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05550203,0.008844231,0.9056674,0.0002978514,0.0003641554,0.000356819,0.001777014,0.002076151,0.002882655,0.000163466,0.0002623053,0.02180586],"study_design_scores_gemma":[0.001612357,0.08907289,0.8991928,0.00005962603,0.0002805704,0.0007799527,0.001278261,0.005608196,0.001114582,0.0001826557,0.0007373684,0.00008073265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996214,0.0000769488,0.00007736432,0.000007311917,0.000003067739,0.00003354295,0.00002457706,0.000001706637,0.0001540233],"genre_scores_gemma":[0.9995785,0.00007647022,0.0001224903,0.00000750364,0.000007449855,0.00003619204,0.00007686915,0.000001685959,0.00009271366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577487,"threshold_uncertainty_score":0.01053572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07163349185435124,"score_gpt":0.3509104140092282,"score_spread":0.279276922154877,"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."}}