{"id":"W4389555309","doi":"10.1001/jama.2023.24945","title":"Continued Treatment With Tirzepatide for Maintenance of Weight Reduction in Adults With Obesity","year":2023,"lang":"en","type":"article","venue":"JAMA","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":709,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Weight loss; Placebo; Randomization; Body mass index; Obesity; Randomized controlled trial; Clinical endpoint; Weight change; Surgery; Internal medicine","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":[0.0001195226,0.00007738423,0.000246583,0.00008942428,0.00001740482,0.000002599498,0.00001962184,0.00004153747,0.00001132227],"category_scores_gemma":[0.00004836557,0.00004505165,0.00004055227,0.0003064025,0.0000271503,0.00004503315,0.000004043476,0.00003953083,0.000004642614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005893935,"about_ca_system_score_gemma":0.00005925655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259348,"about_ca_topic_score_gemma":0.0001557125,"domain_scores_codex":[0.9994722,0.00001489491,0.0001390693,0.0001413703,0.00009035672,0.0001421007],"domain_scores_gemma":[0.9995881,0.0001014957,0.0000711904,0.0001254437,0.00007872147,0.00003502049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01000446,0.0002987689,0.9394404,0.0002300392,0.0001189231,0.0001012713,0.001390975,0.000009061076,0.0004195102,0.000263019,0.003706112,0.04401749],"study_design_scores_gemma":[0.01259858,0.00153614,0.9656836,0.0005282229,0.00009893284,0.00004327142,0.000588998,0.0002739137,0.01464361,0.00006050763,0.003842891,0.0001013407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996982,0.00003130563,0.0000561574,0.001831818,0.00007890668,0.000490851,0.00001069865,0.00003830536,0.0004799576],"genre_scores_gemma":[0.9958065,0.00006890686,0.0008055873,0.00004126333,0.00009980303,0.0000753916,0.00003403657,0.00001033706,0.003058183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391615,"threshold_uncertainty_score":0.1837153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151115149550049,"score_gpt":0.2411257520010505,"score_spread":0.22961460050555,"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."}}