{"id":"W2946914991","doi":"10.1016/j.soard.2019.05.030","title":"Comment on: laparoscopic sleeve gastrectomy as day-case ambulatory surgery","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Ambulatory; Surgery; Sleeve gastrectomy; Gastrectomy; General surgery; Gastric bypass; Internal medicine; Weight loss; Obesity; Cancer","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"],"consensus_categories":[],"category_scores_codex":[0.0003638432,0.0006296662,0.001608609,0.000643015,0.0002650158,0.00008289214,0.0000939103,0.0006922397,0.0005998524],"category_scores_gemma":[0.0003098797,0.0005391932,0.001103008,0.0002612866,0.0001672855,0.0001105138,0.00009845888,0.0009102199,0.0001649068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648634,"about_ca_system_score_gemma":0.0003350029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008775279,"about_ca_topic_score_gemma":0.000001735511,"domain_scores_codex":[0.9971403,0.0001592872,0.0006692436,0.000815741,0.0004894261,0.0007259453],"domain_scores_gemma":[0.9950116,0.003588972,0.0003642841,0.0006762994,0.00009467101,0.0002641334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002657255,0.0002317236,0.1132063,0.002155866,0.0008192962,0.008427845,0.0000229588,0.00000285056,1.804158e-7,0.00001928387,0.8735911,0.001256842],"study_design_scores_gemma":[0.001712464,0.0002092531,0.02256456,0.001628475,0.002856015,0.0005116025,0.00006283055,0.00003734491,0.00001263486,0.0002266838,0.9694719,0.0007062466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3131732,0.0071263,0.000009945096,0.6665032,0.007236368,0.003286443,0.0009933984,0.0004763353,0.001194809],"genre_scores_gemma":[0.1163144,0.002049748,0.00001398923,0.8535611,0.002457004,0.0002298608,0.006161442,0.0001939713,0.01901842],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1968588,"threshold_uncertainty_score":0.999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863532072963548,"score_gpt":0.2508684318790478,"score_spread":0.2322331111494124,"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."}}