{"id":"W2942188239","doi":"10.1111/jep.13151","title":"Sugammadex in Ontario hospitals: Access and institutional policies","year":2019,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; McMaster University","funders":"","keywords":"Sugammadex; Rocuronium; Medicine; Neuromuscular Blockade; Neostigmine; Anesthesia; Emergency medicine; Medical emergency; Intubation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00809593,0.00006969563,0.0003136988,0.0001820626,0.00001746251,0.0000317098,0.00007237742,0.0001013394,0.0004563905],"category_scores_gemma":[0.01267615,0.00005478541,0.00006507702,0.0001515616,0.00007194212,0.001151096,0.00003015476,0.0007060044,0.00002882185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613566,"about_ca_system_score_gemma":0.001083914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594245,"about_ca_topic_score_gemma":0.001803973,"domain_scores_codex":[0.9976015,0.0004760919,0.001026794,0.0001233616,0.0006757248,0.00009653588],"domain_scores_gemma":[0.9965863,0.002022819,0.0006346069,0.0001001486,0.000570616,0.0000854815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007412915,0.0003610123,0.9936096,0.00001002748,0.00003349551,0.00008358039,0.0003931055,0.0001581754,0.00001650401,0.0002990966,0.0001800508,0.004114071],"study_design_scores_gemma":[0.003945751,0.0005772568,0.9818841,0.0001553912,0.0001115015,0.0003282409,0.000315531,0.0006390724,0.000005301193,0.0007978525,0.01118597,0.00005400889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832925,0.0001741701,0.00003680629,0.007467233,0.0002827373,0.0002943016,1.764615e-7,0.000001419877,0.008450694],"genre_scores_gemma":[0.9963934,0.0001501708,0.0009946193,0.00209552,0.0001178774,0.000002310612,0.000002491214,0.000004284543,0.0002392941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310097,"threshold_uncertainty_score":0.9956405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580347964537459,"score_gpt":0.510577550164755,"score_spread":0.3525427537110092,"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."}}