{"id":"W4385494524","doi":"10.1038/d41586-023-02445-4","title":"Four key questions on the new wave of anti-obesity drugs","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Key (lock); Obesity; Term (time); Anti obesity; Medicine; Psychology; Computer science; Internal medicine; Physics; Computer security","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":[0.01872105,0.001031523,0.002733182,0.001391607,0.002672617,0.007929009,0.002722733,0.009490297,0.01811955],"category_scores_gemma":[0.01948923,0.0006419522,0.001197182,0.001026373,0.01556411,0.02150925,0.005061775,0.02159058,0.004166341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003591629,"about_ca_system_score_gemma":0.006530055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623327,"about_ca_topic_score_gemma":0.002742757,"domain_scores_codex":[0.9943666,0.002108376,0.0003033732,0.0006856648,0.001811461,0.0007245275],"domain_scores_gemma":[0.9764791,0.01529784,0.001012905,0.001169101,0.003725033,0.002315842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001347619,0.0004192151,0.001037622,0.001327132,0.00009479688,0.0003623766,0.0006277123,0.0005249517,0.001965568,0.6093698,0.1845949,0.1983284],"study_design_scores_gemma":[0.0003030781,0.0003947644,0.001361841,0.00120922,0.00004970753,0.0003360191,0.001203488,0.0004665199,0.000629771,0.4291759,0.5647781,0.00009161537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002521496,0.1399922,0.003691618,0.8216062,0.01004316,0.00003825263,0.0002000205,0.00007764186,0.02182947],"genre_scores_gemma":[0.0865045,0.2370689,0.008974361,0.5640457,0.07809468,0.0003204497,0.0003161729,0.0002173296,0.02445789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01872105,"threshold_uncertainty_score":0.09900755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226555878889749,"score_gpt":0.3162360871057153,"score_spread":0.2939705283168178,"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."}}