{"id":"W3105762847","doi":"10.1136/leader-2020-fmlm.68","title":"68 A quality improvement project to enhance the recovery pathway following elective caesarean section at St Thomas’ Hospital","year":2020,"lang":"en","type":"article","venue":"Abstracts","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"PDCA; Medicine; Psychological intervention; Medical prescription; Caesarean section; Pharmacy; Intervention (counseling); Quality management; Emergency medicine; Pregnancy; Family medicine; Nursing; Operations management","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":[0.006028448,0.0002915649,0.0001402395,0.0005946956,0.002197384,0.001549123,0.0008550635,0.0005899168,0.007927344],"category_scores_gemma":[0.0110927,0.0002945202,0.0004273181,0.0006287202,0.0009836424,0.0006260238,0.003233437,0.0009777071,0.0008157266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007449124,"about_ca_system_score_gemma":0.0435134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891261,"about_ca_topic_score_gemma":0.04636099,"domain_scores_codex":[0.993957,0.003565449,0.0001972872,0.0002542087,0.0009151413,0.001110942],"domain_scores_gemma":[0.9801866,0.001823907,0.001799226,0.0006169078,0.00372449,0.0118488],"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":[0.002484206,0.007546488,0.2105558,0.004500191,0.000336365,0.00345563,0.03937676,0.005303284,0.02194472,0.00654166,0.1000295,0.5979254],"study_design_scores_gemma":[0.001133283,0.02029387,0.6546937,0.002083414,0.0002170943,0.0013358,0.05827538,0.006449718,0.01283779,0.00166396,0.2408215,0.0001945572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265563,0.0006458446,0.006074522,0.0402737,0.0005414348,0.003567104,0.0006967984,0.0004567322,0.02118763],"genre_scores_gemma":[0.9442225,0.0008940195,0.03441746,0.004904463,0.0001524237,0.001585814,0.0007831339,0.00006985303,0.01297027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891261,"threshold_uncertainty_score":0.05748862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269031280898687,"score_gpt":0.4544238428442568,"score_spread":0.3275207147543881,"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."}}