{"id":"W3171028674","doi":"10.1016/j.soard.2021.05.035","title":"Early postoperative follow-up reduces risk of late severe nutritional complications after Roux-En-Y gastric bypass: a population based study","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Queen's University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Surgery; Weight loss; Obesity; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008086902,0.0007295993,0.000822491,0.0006622939,0.0007048163,0.001253939,0.0006219252,0.001741044,0.001801541],"category_scores_gemma":[0.002834912,0.0006808687,0.002053248,0.001196534,0.0004569911,0.001132193,0.0006115626,0.001848869,0.0002422897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031207,"about_ca_system_score_gemma":0.0004227698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214725,"about_ca_topic_score_gemma":0.003928639,"domain_scores_codex":[0.9994226,0.0001593397,0.00006460976,0.0001384656,0.00006239153,0.0001526234],"domain_scores_gemma":[0.9981059,0.0004332684,0.0007426185,0.000159219,0.0001378826,0.0004211104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002633969,0.0008565978,0.9935441,0.00003297239,0.0006456574,0.0001454655,0.00009578082,0.00003999603,0.0002232444,0.00001882392,0.00009269754,0.001670655],"study_design_scores_gemma":[0.00009697924,0.0009723196,0.9978022,0.00001318025,0.0004088928,0.0001470812,0.0002097362,0.0001699502,0.00003806485,0.00003892107,0.00008879613,0.00001386256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991854,0.0004117753,0.00005736032,0.00004366832,0.00002284965,0.000006572854,0.00008627318,0.000002290183,0.0001837355],"genre_scores_gemma":[0.9993056,0.0001901385,0.00005393429,0.00004961434,0.00003316552,0.00000906089,0.00016532,0.000002633723,0.0001905267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214725,"threshold_uncertainty_score":0.006392002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177375578943889,"score_gpt":0.2468153081822045,"score_spread":0.2350415523927656,"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."}}