{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007471567,0.00007539308,0.0001597877,0.0002789193,0.0007103941,0.0006806516,0.0002511746,0.000340133,0.006067038],"category_scores_gemma":[0.010748,0.00008320101,0.0002976515,0.0003540179,0.000187806,0.0004789736,0.0005322123,0.001012789,0.0003770992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362174,"about_ca_system_score_gemma":0.001332927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147155,"about_ca_topic_score_gemma":0.01341527,"domain_scores_codex":[0.9992704,0.0002147367,0.00008310892,0.00004800682,0.0002144764,0.0001693073],"domain_scores_gemma":[0.995352,0.00106877,0.00155232,0.00007468161,0.0006848183,0.001267431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519919,0.0002574075,0.9444116,0.00008457193,0.0000684505,0.0002215116,0.001989051,0.00009148793,0.0002572066,0.0001338506,0.007756513,0.04457638],"study_design_scores_gemma":[0.00001755034,0.0002826411,0.9899464,0.0000721193,0.00004153245,0.000425255,0.004246842,0.0001474342,0.00009447934,0.0001243045,0.004581177,0.00002029207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831477,0.001291536,0.0001324345,0.005745784,0.0001338701,0.00003061532,0.0005105705,0.00001364003,0.008993881],"genre_scores_gemma":[0.9960777,0.001113586,0.0004011464,0.0009625874,0.00008378364,0.00001935496,0.0003623934,0.000004984031,0.000974374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006067038,"threshold_uncertainty_score":0.02029628,"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."}}