{"id":"W3026189829","doi":"10.1177/1062860620925537","title":"Improving Patients’ Experience Undergoing Spinal Anesthesia for Cesarean Delivery","year":2020,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University of Calgary; Mount Sinai Hospital; Western University","funders":"","keywords":"Medicine; Spinal anesthesia; Cesarean delivery; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393733,0.0001377364,0.0005283637,0.00004887876,0.00007016367,0.00001929845,0.0002843954,0.0000490711,0.00007719934],"category_scores_gemma":[0.001588902,0.0001053516,0.0002241097,0.0001937678,0.0003032253,0.00009844193,0.00002671711,0.0002724293,0.000004005768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006083527,"about_ca_system_score_gemma":0.0003212384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006194986,"about_ca_topic_score_gemma":0.000001685541,"domain_scores_codex":[0.9973438,0.0002241738,0.0007239495,0.0001938788,0.001259142,0.0002550208],"domain_scores_gemma":[0.9978777,0.000390216,0.0006547574,0.0001347565,0.0002214261,0.0007211995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004439963,0.0005831044,0.4774027,0.000732458,0.0001978848,0.0006588256,0.004465835,0.00000617113,0.0001734217,0.00126431,0.002951232,0.507124],"study_design_scores_gemma":[0.0142191,0.03639463,0.787501,0.001591783,0.0006329062,0.0007820043,0.03942867,0.003238074,0.0005096645,0.0002652225,0.1144222,0.00101466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925922,0.0001084059,0.03517315,0.03854765,0.00002707,0.0001756895,2.127133e-7,0.00001840906,0.00002734959],"genre_scores_gemma":[0.9581217,0.00007792199,0.004091568,0.03728928,0.0003872185,0.000004530344,0.000002663565,0.00001528182,0.000009898749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5061094,"threshold_uncertainty_score":0.4296112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259576339360948,"score_gpt":0.336702687318499,"score_spread":0.2941069239248895,"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."}}