{"id":"W4394855884","doi":"10.1038/d41586-024-01091-8","title":"Obesity drugs aren’t always forever. What happens when you quit?","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology","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":[0.001985957,0.0003024061,0.0008126372,0.0004198299,0.001674922,0.002623777,0.0006407559,0.003903536,0.01124076],"category_scores_gemma":[0.006029665,0.0002825457,0.0005514128,0.0003984895,0.00257701,0.004012069,0.0008178802,0.009051875,0.0061488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436539,"about_ca_system_score_gemma":0.002103314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471847,"about_ca_topic_score_gemma":0.008072985,"domain_scores_codex":[0.9984681,0.0004834134,0.00007458379,0.0001622213,0.0006297358,0.0001817926],"domain_scores_gemma":[0.9967835,0.001051339,0.000518403,0.0001604877,0.0008195645,0.0006666642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006313717,0.0005262048,0.008798559,0.001482349,0.0002682568,0.0006388786,0.0008537766,0.00009518969,0.003606127,0.02432003,0.6007377,0.3580416],"study_design_scores_gemma":[0.0001807233,0.000378801,0.009799929,0.00237594,0.0001553547,0.001916722,0.0015171,0.0001065703,0.001349276,0.02112131,0.96102,0.00007827094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004526057,0.09573675,0.001266943,0.8490045,0.01652219,0.00002423771,0.0002225564,0.0001234557,0.0325732],"genre_scores_gemma":[0.09056977,0.2011322,0.003556814,0.6171879,0.02879252,0.0001320928,0.0002887922,0.0002296531,0.05811034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01124076,"threshold_uncertainty_score":0.03760403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048120820400538,"score_gpt":0.306690820294886,"score_spread":0.2962096120908806,"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."}}