{"id":"W1939468085","doi":"10.1016/j.surg.2015.04.046","title":"An enhanced recovery pathway reduces duration of stay and complications after open pulmonary lobectomy","year":2015,"lang":"en","type":"article","venue":"Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Interquartile range; Chest tube; Multimodal therapy; Surgery; American society of anesthesiologists; Anesthesia","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":[0.0003306034,0.0001931253,0.0002966147,0.0001810562,0.0003292651,0.0006288101,0.0002836269,0.0002661138,0.003994372],"category_scores_gemma":[0.002239577,0.00005927595,0.0002963417,0.0001502189,0.0001787856,0.0004304701,0.0005878945,0.0007302497,0.0003614468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220124,"about_ca_system_score_gemma":0.001328873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007514854,"about_ca_topic_score_gemma":0.001601418,"domain_scores_codex":[0.9997094,0.00008688623,0.00002466951,0.00002500563,0.00004216234,0.0001118482],"domain_scores_gemma":[0.9990593,0.0001060048,0.0002527391,0.0000394029,0.00009905944,0.0004435258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02688513,0.02840039,0.1789685,0.001613928,0.0008178722,0.001579455,0.001413998,0.002594674,0.02525296,0.001731981,0.01227927,0.7184618],"study_design_scores_gemma":[0.002867294,0.04766259,0.9181999,0.0008663756,0.0006338838,0.002675772,0.002645685,0.00518273,0.006481478,0.002396032,0.0102859,0.000102339],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961959,0.0006047827,0.0006506775,0.0004415081,0.00009122402,0.00008317044,0.00005130334,0.0000575521,0.001823964],"genre_scores_gemma":[0.9968166,0.000320074,0.001473943,0.0001684909,0.00004114684,0.0000652816,0.0001220295,0.000007985584,0.0009844842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003994372,"threshold_uncertainty_score":0.01336253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406897996571649,"score_gpt":0.2996855118883417,"score_spread":0.2589957122311768,"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."}}