{"id":"W3166418640","doi":"10.1097/sla.0000000000004962","title":"Enhanced Recovery 2.0 – Same Day Discharge With Mobile App Follow-up After Minimally Invasive Colorectal Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Colectomy; Surgery; Emergency department; Laparoscopy; Cohort; Ileostomy; General surgery; Colorectal cancer; 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":[0.003025549,0.0003014102,0.0004223374,0.0007198351,0.0005727035,0.0009712808,0.0005537178,0.0004296258,0.003230715],"category_scores_gemma":[0.008559564,0.0002309086,0.0008614032,0.0003809128,0.0002477995,0.0008944098,0.001982832,0.0005969261,0.0008842987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007182532,"about_ca_system_score_gemma":0.001447537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489926,"about_ca_topic_score_gemma":0.003177881,"domain_scores_codex":[0.9980552,0.0007210091,0.0002714333,0.0002298882,0.0003665938,0.0003559956],"domain_scores_gemma":[0.995221,0.0007256544,0.001741387,0.0002923524,0.000728177,0.00129139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01007642,0.007888987,0.8180605,0.0006771485,0.0001653468,0.000487616,0.001577699,0.0002662892,0.001225557,0.00009005944,0.002622614,0.1568618],"study_design_scores_gemma":[0.0006577675,0.01584689,0.9775049,0.000192807,0.00008194899,0.0003274226,0.001260088,0.0006693149,0.0007357923,0.00005936198,0.002619822,0.0000439581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963275,0.000155032,0.0003006649,0.0002276941,0.00003566221,0.001041351,0.0004264552,0.00003957609,0.001446186],"genre_scores_gemma":[0.9942361,0.0001677406,0.001860703,0.0002478076,0.00005068978,0.001911681,0.0006499705,0.00000714049,0.000868135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003230715,"threshold_uncertainty_score":0.01600081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05852980143990443,"score_gpt":0.2810439344505164,"score_spread":0.222514133010612,"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."}}