{"id":"W2078300391","doi":"10.1136/bmj.g3526","title":"Pharmacotherapy for weight loss","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacotherapy; Weight loss; Medicine; Internal medicine; Obesity","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":[0.0004577621,0.000471871,0.0004532151,0.0007394091,0.0004487329,0.0005909171,0.000460191,0.000762763,0.0194464],"category_scores_gemma":[0.001543133,0.00009602977,0.0006138114,0.000484518,0.0003541155,0.0006204646,0.0008004153,0.001987074,0.004667909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208414,"about_ca_system_score_gemma":0.0007580922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129568,"about_ca_topic_score_gemma":0.002508676,"domain_scores_codex":[0.9995729,0.0001286533,0.00003791606,0.00006020861,0.0001595228,0.00004070729],"domain_scores_gemma":[0.9997757,0.00006482698,0.00003992092,0.00002734689,0.00006032866,0.00003192605],"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":[0.0003809463,0.0006982547,0.001619163,0.002366082,0.0002489322,0.0006847617,0.0001393608,0.0001662277,0.001575941,0.0103724,0.1668439,0.814904],"study_design_scores_gemma":[0.000496222,0.000521475,0.007478876,0.002935568,0.0001358933,0.003760077,0.0000898935,0.0003629444,0.0007573138,0.01028712,0.973153,0.00002156284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02015368,0.5468783,0.01343587,0.07137446,0.006668141,0.000837641,0.001242568,0.001012908,0.3383965],"genre_scores_gemma":[0.246292,0.4603186,0.02349286,0.1013889,0.007921947,0.001283587,0.002604371,0.0002972214,0.1564006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0194464,"threshold_uncertainty_score":0.06505471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416457328914771,"score_gpt":0.3808470455613798,"score_spread":0.356682472272232,"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."}}