{"id":"W4413894708","doi":"10.1007/s40674-025-00232-y","title":"Effects of Weight-lowering Medications in People With Obesity and Rheumatic Diseases","year":2025,"lang":"en","type":"article","venue":"Current Treatment Options in Rheumatology","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Obesity; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049976,0.0003111185,0.000931624,0.0005093861,0.0003922162,0.0007635284,0.0002062486,0.0006765237,0.005783917],"category_scores_gemma":[0.003710548,0.0001627536,0.001329143,0.0005181116,0.0002204171,0.0004947086,0.0004094252,0.001345946,0.0004111199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064724,"about_ca_system_score_gemma":0.0005897622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998054,"about_ca_topic_score_gemma":0.009109883,"domain_scores_codex":[0.9987967,0.0004652396,0.0001839852,0.0000629458,0.0003438386,0.0001473155],"domain_scores_gemma":[0.9981465,0.0006557441,0.0006489852,0.00004548798,0.0002241494,0.0002790937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01973826,0.003936412,0.1689654,0.007493719,0.004090759,0.001827148,0.0006560863,0.0002283564,0.006797574,0.0009295467,0.009467538,0.7758693],"study_design_scores_gemma":[0.00264123,0.006666309,0.9471607,0.00255409,0.005378695,0.002184699,0.0007468878,0.0001824963,0.001132545,0.0009033401,0.03039267,0.00005632941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3934093,0.5502229,0.0003198264,0.01311744,0.001544881,0.0001214139,0.0009792976,0.00005173786,0.04023319],"genre_scores_gemma":[0.8041353,0.1814119,0.001182003,0.0058947,0.002582021,0.00007262816,0.0004258319,0.00001250323,0.004283064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005783917,"threshold_uncertainty_score":0.0193491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007415558053320816,"score_gpt":0.3045631237138793,"score_spread":0.2971475656605584,"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."}}