{"id":"W2952831590","doi":"10.1001/jamasurg.2019.1740","title":"Revisions of Gastric Bypass—A Moral Obligation","year":2019,"lang":"de","type":"letter","venue":"JAMA Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; General surgery; Psychiatry","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002567877,0.0008539887,0.003316422,0.001902165,0.0001264425,0.00009369286,0.0003424013,0.002120114,0.004274895],"category_scores_gemma":[0.005071388,0.0007593867,0.002042996,0.001992498,0.0001831942,0.0003768467,0.000183603,0.002703307,0.003608377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322128,"about_ca_system_score_gemma":0.00135393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259718,"about_ca_topic_score_gemma":4.599793e-7,"domain_scores_codex":[0.9931477,0.0007739083,0.002486045,0.0009720045,0.001487255,0.00113314],"domain_scores_gemma":[0.9821899,0.01344538,0.001882574,0.001663272,0.0005761452,0.0002427351],"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":[0.0001650674,0.0001165748,0.2935913,0.001682803,0.0005934902,0.0004472831,0.00005332907,0.000004589547,0.00006488813,0.00003784744,0.6888819,0.01436094],"study_design_scores_gemma":[0.0009962856,0.00009434051,0.1777661,0.00358233,0.00225006,0.00009009574,0.00004427262,0.00008957167,0.0002742315,0.00008048498,0.8138955,0.0008367533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1942513,0.06008604,0.0003314636,0.667874,0.06039777,0.003536582,0.001195905,0.0004258192,0.01190117],"genre_scores_gemma":[0.4016757,0.02191148,0.0007829442,0.4568781,0.06378517,0.0001459971,0.01310336,0.0007069686,0.04101028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2109959,"threshold_uncertainty_score":0.9995975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737602727780527,"score_gpt":0.2598598095925822,"score_spread":0.2224837823147769,"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."}}