{"id":"W4383683896","doi":"10.58931/cpct.2023.118","title":"The Management of Obesity in 2023: An Update","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; Queen's University; University of Toronto","funders":"","keywords":"Obesity; Medicine; Coronary artery disease; Diabetes mellitus; Disease; Adipose tissue; Intensive care medicine; Chronic disease; Environmental health; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002583236,0.0009439983,0.001633043,0.003391337,0.0009459087,0.002498468,0.001912718,0.002949036,0.005730747],"category_scores_gemma":[0.006802079,0.0004221498,0.001039218,0.003397339,0.001090517,0.003001563,0.001379278,0.005581492,0.002165651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006277614,"about_ca_system_score_gemma":0.00972871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0471213,"about_ca_topic_score_gemma":0.1344341,"domain_scores_codex":[0.9987428,0.0001911913,0.0002336086,0.00009884162,0.0006047097,0.0001289523],"domain_scores_gemma":[0.9953938,0.00117075,0.000468289,0.00005815305,0.002260962,0.0006481812],"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":[0.00007423616,0.00006587863,0.0007155045,0.004318904,0.0000592623,0.0002882874,0.000116814,0.0001692745,0.0001287447,0.002131729,0.287192,0.7047393],"study_design_scores_gemma":[0.00002908393,0.00004848345,0.001756618,0.01129287,0.0000875883,0.00103461,0.0001535564,0.00006598762,0.00003794912,0.0007349225,0.9847322,0.00002621447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002530893,0.9696055,0.0001580639,0.02155505,0.004781437,0.00001758045,0.0001366784,0.00002393407,0.003468686],"genre_scores_gemma":[0.00111147,0.9821409,0.0005123531,0.01001278,0.004812667,0.00001946989,0.0002797122,0.000008878144,0.001101783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0471213,"threshold_uncertainty_score":0.09369403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116675935882422,"score_gpt":0.2669138039279715,"score_spread":0.2557470445691473,"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."}}