{"id":"W4313339894","doi":"10.1007/s11695-022-06432-y","title":"Response to: Comparing Patient Selection and 30‐Day Outcomes Between One Anastomosis and Roux‐en‐Y Gastric Bypass: a Closer Look","year":2022,"lang":"en","type":"letter","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Anastomosis; Selection (genetic algorithm); General surgery; Surgery; Obesity; Internal medicine; Weight loss","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":[0.006326005,0.00084242,0.002123128,0.001151818,0.004024514,0.003223062,0.002274214,0.04019412,0.008928663],"category_scores_gemma":[0.04959201,0.0008296406,0.001793032,0.001479895,0.001962126,0.001943692,0.001683808,0.02635313,0.005785688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007858945,"about_ca_system_score_gemma":0.008398701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206549,"about_ca_topic_score_gemma":0.01770512,"domain_scores_codex":[0.9946716,0.001591946,0.001045336,0.0006691834,0.001013061,0.001008731],"domain_scores_gemma":[0.9692349,0.01824433,0.002472107,0.0006750507,0.005145677,0.004227932],"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":[0.0003941842,0.0001067248,0.006291796,0.000139368,0.00006979249,0.001858918,0.0001901879,0.0001079507,0.0001407893,0.0006879481,0.982917,0.007095325],"study_design_scores_gemma":[0.002226712,0.0008718413,0.03194046,0.002189826,0.0005988181,0.006075256,0.004749409,0.002448112,0.0008388911,0.00966733,0.9380699,0.0003233165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001126473,0.0002404103,0.0000416133,0.9855118,0.01181314,0.00002709669,0.0002965332,0.00001799326,0.0009248856],"genre_scores_gemma":[0.005018384,0.000290749,0.0001392757,0.9702256,0.02186325,0.00009496927,0.000144707,0.00001920871,0.002203946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04019412,"threshold_uncertainty_score":0.0570209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651894065800245,"score_gpt":0.2453544398063424,"score_spread":0.2188354991483399,"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."}}