{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001156429,0.0003412167,0.0005247419,0.0002065206,0.0001491074,0.0000532433,0.0001118346,0.00008911805,0.001026715],"category_scores_gemma":[0.0004856702,0.0002832744,0.0002641236,0.0004744469,0.0004786705,0.0002900673,0.00003916027,0.0001534842,0.0002545858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014839,"about_ca_system_score_gemma":0.0004744309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369401,"about_ca_topic_score_gemma":0.00002975533,"domain_scores_codex":[0.9977033,0.0001100149,0.000402689,0.000640423,0.0005055595,0.0006380072],"domain_scores_gemma":[0.9979871,0.0003527673,0.0001296964,0.0004256165,0.0002541709,0.0008506499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004489785,0.001168378,0.9747643,0.000133709,0.00008884771,0.0006183796,0.0009655122,5.633278e-7,0.01026766,0.000003037467,0.002131434,0.005368356],"study_design_scores_gemma":[0.001175643,0.0005801826,0.9285231,0.0007544456,0.0001718189,0.00001685797,0.0001190975,0.00002211498,0.06592409,0.00002351843,0.002237435,0.0004516826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966127,0.0001884159,0.0001085652,0.0001675067,0.001002688,0.0005064642,0.0000599599,0.0001687913,0.001184863],"genre_scores_gemma":[0.9976547,0.00001570805,0.00009424755,0.0009476427,0.0003090753,0.00008724818,0.0001341005,0.00006177554,0.0006955102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05565644,"threshold_uncertainty_score":0.9999619,"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."}}