{"id":"W7162006736","doi":"10.82308/16554","title":"The clinical and economic implications of same day discharge compared to enhanced recovery protocols following minimally invasive colectomy and stoma reversal","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colectomy; Stoma (medicine); Charlson comorbidity index; Body mass index; Comorbidity; Colorectal surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004435567,0.0002058925,0.0003097075,0.0008241927,0.0005550425,0.001281176,0.0005757029,0.0003918041,0.003621623],"category_scores_gemma":[0.02618363,0.0001421285,0.0008159085,0.000836962,0.0006922352,0.00073625,0.001863588,0.0006569379,0.0001664724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194534,"about_ca_system_score_gemma":0.002501872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022928,"about_ca_topic_score_gemma":0.004972387,"domain_scores_codex":[0.9953069,0.002461191,0.0005258182,0.0002594345,0.0007229309,0.0007236754],"domain_scores_gemma":[0.9808403,0.006829986,0.007821915,0.000413335,0.001035024,0.003059471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006523608,0.0007450655,0.9476107,0.0002385801,0.0002130112,0.00044412,0.0002485318,0.0008366618,0.0002497531,0.0004740529,0.0007119941,0.04170388],"study_design_scores_gemma":[0.0001733927,0.004957668,0.9907076,0.00009699235,0.00009234946,0.0004233206,0.001053344,0.001471658,0.0002197702,0.0002612597,0.0005240642,0.00001854996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981856,0.0003126819,0.0001115588,0.000410893,0.00002302165,0.00008372354,0.000172481,0.000002093134,0.0006979847],"genre_scores_gemma":[0.9993566,0.0001370784,0.000169144,0.00005115675,0.00001524909,0.00004855698,0.0001360648,9.766709e-7,0.0000851779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004435567,"threshold_uncertainty_score":0.02345783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729405683462964,"score_gpt":0.3631359091881813,"score_spread":0.3358418523535517,"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."}}