{"id":"W1519337149","doi":"10.1002/bjs.9224","title":"Economic impact of an enhanced recovery pathway for oesophagectomy","year":2013,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University","keywords":"Medicine; Interquartile range; Esophagectomy; Emergency medicine; Total cost; Patient care; Surgery; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006442445,0.0006920911,0.0005711262,0.0007777635,0.0002045756,0.00152349,0.001085448,0.0007383511,0.003343185],"category_scores_gemma":[0.02616426,0.0002721069,0.001916117,0.0008555277,0.0005187881,0.00135313,0.002263716,0.001032208,0.0001183006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005145984,"about_ca_system_score_gemma":0.003110235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428231,"about_ca_topic_score_gemma":0.002770872,"domain_scores_codex":[0.9917675,0.005999243,0.0003256793,0.0003606247,0.0008313871,0.0007156523],"domain_scores_gemma":[0.9837151,0.0107153,0.003525554,0.0003888398,0.0007896859,0.0008655676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02558707,0.003244803,0.4370195,0.004152345,0.005897759,0.001138355,0.0003153121,0.346713,0.001509715,0.007291917,0.002335945,0.1647943],"study_design_scores_gemma":[0.003754465,0.02612113,0.5569026,0.001956883,0.004808922,0.002777046,0.001469958,0.3798044,0.002436706,0.01232241,0.007443719,0.0002016641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993234,0.00155519,0.001839998,0.0009883812,0.00004366094,0.0002200649,0.0004207927,0.0000183142,0.001679585],"genre_scores_gemma":[0.9979239,0.0003851103,0.001260298,0.0000938902,0.00001670101,0.00006109942,0.0001717565,0.000002923875,0.00008430202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006442445,"threshold_uncertainty_score":0.03733689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737761370954389,"score_gpt":0.2673840124164506,"score_spread":0.2500063987069067,"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."}}