{"id":"W4387109953","doi":"10.55006/biolsciences.2023.3301","title":"Pharmacotherapy of obesity weight loss maintenance and risk reduction","year":2023,"lang":"en","type":"article","venue":"Biological Sciences","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Pharmacotherapy; Phentermine; Orlistat; Obesity; Medicine; Context (archaeology); Bupropion; Intensive care medicine; Topiramate; Weight loss; Sibutramine; Psychological intervention; Psychiatry; Internal medicine; Epilepsy; Smoking cessation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031447,0.0002488569,0.0003372313,0.0005186109,0.0001932183,0.0003965306,0.000238115,0.0003318147,0.002190018],"category_scores_gemma":[0.0004520568,0.00006475255,0.0003607384,0.00024701,0.0001655918,0.0002835688,0.0003628364,0.0009027236,0.0004683517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509512,"about_ca_system_score_gemma":0.0004422313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492497,"about_ca_topic_score_gemma":0.001458844,"domain_scores_codex":[0.9997856,0.00008368016,0.00002082916,0.00001912153,0.00006982982,0.00002092397],"domain_scores_gemma":[0.999913,0.00002557104,0.00002633338,0.000004411165,0.00002114611,0.000009613256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000484322,0.0006171045,0.001180888,0.003273105,0.0001679473,0.0002046875,0.00006360219,0.0003271091,0.00666063,0.004000396,0.01365903,0.9693611],"study_design_scores_gemma":[0.001528561,0.007085537,0.0672065,0.01343973,0.001238932,0.005506259,0.0005049388,0.003916839,0.01651084,0.01839323,0.8645549,0.0001137184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04348356,0.8840656,0.01120467,0.02055536,0.001786845,0.0003128968,0.0003648887,0.0003467365,0.03787957],"genre_scores_gemma":[0.2072158,0.7557518,0.01784017,0.006270058,0.002910086,0.0003245803,0.0002953534,0.00004236384,0.009349691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002190018,"threshold_uncertainty_score":0.007326365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209297762649385,"score_gpt":0.3516827040125641,"score_spread":0.2995897263860702,"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."}}