{"id":"W2096427004","doi":"10.2174/092986709787315568","title":"Obesity: Pathophysiology and Clinical Management","year":2009,"lang":"en","type":"review","venue":"Current Medicinal Chemistry","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Orlistat; Medicine; Sibutramine; Adiponectin; Phentermine; Appetite; Obesity; Leptin; Management of obesity; Internal medicine; Endocrinology; Dexfenfluramine; Diabetes mellitus; Bioinformatics; Fenfluramine; Insulin resistance; Weight loss; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003042631,0.0005157586,0.002305429,0.00006327745,0.00007462777,0.00000590834,0.0001689948,0.0005091954,0.0002126114],"category_scores_gemma":[0.00004580445,0.0003763168,0.0005107907,0.0001266454,0.0002890019,0.00001728122,0.000145889,0.001275183,0.00009839499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582924,"about_ca_system_score_gemma":0.0002120262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.991842e-7,"about_ca_topic_score_gemma":4.476226e-8,"domain_scores_codex":[0.9977893,0.0001065702,0.0007506967,0.0007360737,0.0002410302,0.000376357],"domain_scores_gemma":[0.9986583,0.0001422533,0.0002767553,0.0004172314,0.00003778624,0.0004676684],"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":[0.00003701579,0.0008644995,0.0000843062,0.03581592,0.0005265909,0.0008238078,0.000005356202,2.244754e-9,0.000001297002,0.00000702497,0.005135796,0.9566984],"study_design_scores_gemma":[0.0013953,0.0002134901,0.0003646665,0.01710919,0.0108109,0.0004512212,0.000007233807,0.000001278502,0.000004445724,0.00009815753,0.9692792,0.0002649293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004459497,0.9954832,0.000005503963,0.000086869,0.0005721506,0.0006518809,0.00001433291,0.00006735368,0.002672825],"genre_scores_gemma":[0.00002290511,0.9970458,0.00007777613,0.0002270926,0.001275285,0.00005395376,0.0004071246,0.00002431158,0.0008658077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9641434,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920189527936355,"score_gpt":0.4586940153380644,"score_spread":0.3794921200587009,"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."}}