{"id":"W2822872364","doi":"10.1111/codi.14337","title":"Transanal endoscopic microsurgery as day surgery – a single‐centre experience with 500 patients","year":2018,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Microsurgery; Urinary retention; Univariate analysis; Surgery; Multivariate analysis; Logistic regression; Internal medicine","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":[0.0005906378,0.0004438216,0.0003881174,0.0007471966,0.0008749457,0.001355585,0.0005233947,0.0006322463,0.001932573],"category_scores_gemma":[0.002237937,0.0004844657,0.0005156558,0.001188148,0.0006115352,0.000833191,0.0008984939,0.0006528877,0.0005711714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139044,"about_ca_system_score_gemma":0.000774978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003985704,"about_ca_topic_score_gemma":0.006271055,"domain_scores_codex":[0.9992533,0.0001785164,0.0001069716,0.0001748243,0.0001469119,0.0001394219],"domain_scores_gemma":[0.9981632,0.0002676996,0.0006441475,0.0001235118,0.0001154573,0.0006861553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002268861,0.0004109725,0.9744599,0.00006373785,0.00009199449,0.006388329,0.001839373,0.0002553924,0.0007765341,0.00007140527,0.0006739061,0.01474161],"study_design_scores_gemma":[0.00005010033,0.001773455,0.9699774,0.00007400608,0.00005334963,0.02167831,0.003601999,0.0008286142,0.0004828205,0.0000937037,0.001330309,0.00005591986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989986,0.000336084,0.0001997247,0.00005713353,0.000009883503,0.00001533133,0.00007751634,0.000009439128,0.0002962725],"genre_scores_gemma":[0.9988275,0.0004137439,0.0002805184,0.00006544581,0.00002392709,0.00001452993,0.0001549048,0.000007636581,0.0002116815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003985704,"threshold_uncertainty_score":0.008264363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013533002959606,"score_gpt":0.2326139395163361,"score_spread":0.2224786094867401,"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."}}