{"id":"W4391691226","doi":"10.1016/j.gassur.2024.02.001","title":"Sleeve gastrectomy with duodenoileal bipartition using linear magnets: feasibility and safety at 1-year follow-up","year":2024,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Gastrectomy; General surgery; Sleeve gastrectomy; Magnet; Surgery; Gastric bypass; Cancer; Internal medicine; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001391513,0.0002508275,0.0007134806,0.0003673379,0.0001253572,0.00005307684,0.0000495965,0.00005611569,0.0002791781],"category_scores_gemma":[0.0006784541,0.0001773863,0.0003621549,0.0004217277,0.000133618,0.0003231696,0.00004748897,0.0005039984,0.00001317364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387673,"about_ca_system_score_gemma":0.0004841996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002896025,"about_ca_topic_score_gemma":0.00001365001,"domain_scores_codex":[0.9978945,0.0001285626,0.0008147795,0.0002773302,0.0004943461,0.0003904494],"domain_scores_gemma":[0.9977201,0.001120312,0.0003121141,0.0001716917,0.0003072825,0.0003684704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007038841,0.00009296784,0.9844285,0.0002795613,0.0001026167,0.0027245,0.0000595616,0.00003451411,0.001848163,0.00001428201,0.001710121,0.001666389],"study_design_scores_gemma":[0.003055814,0.001683437,0.8445388,0.00525426,0.0009635212,0.13943,0.000323678,0.001706578,0.0008713814,0.0001003292,0.001689507,0.0003826597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953665,0.000889467,0.00174458,0.001063184,0.0006016725,0.0001364259,0.0000125401,0.00005167479,0.000134023],"genre_scores_gemma":[0.9879573,0.00009833041,0.01068513,0.000124183,0.0007882307,0.00000107771,0.000009082184,0.00003894415,0.0002977052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398897,"threshold_uncertainty_score":0.7233604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007741160535425,"score_gpt":0.2794786007180995,"score_spread":0.2394011891127453,"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."}}