{"id":"W2944619570","doi":"10.1002/oby.22462","title":"Real‐World Clinical Effectiveness of Liraglutide 3.0 mg for Weight Management in Canada","year":2019,"lang":"en","type":"article","venue":"Obesity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Canadian Institutes of Health Research; Mitacs; Novo Nordisk; AstraZeneca; Obesity Canada; Eli Lilly and Company","keywords":"Liraglutide; Medicine; Weight loss; Weight change; Cohort; Persistence (discontinuity); Body weight; Weight management; Internal medicine; Weight gain; Cohort study; Obesity; Gastroenterology; Animal science; Endocrinology; Type 2 diabetes; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001448859,0.0002221334,0.0004022165,0.0003739368,0.0009905258,0.001041052,0.0006678251,0.0003812016,0.001671333],"category_scores_gemma":[0.005471488,0.0001698185,0.0003844881,0.001217649,0.0005552386,0.000253672,0.000453276,0.0006392563,0.0001323585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03982615,"about_ca_system_score_gemma":0.03712163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9264992,"about_ca_topic_score_gemma":0.9705445,"domain_scores_codex":[0.998289,0.0003655542,0.0001095492,0.00019568,0.0007615872,0.0002784964],"domain_scores_gemma":[0.9957922,0.0004656571,0.001348217,0.00006694159,0.001136978,0.001190081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01631075,0.002126829,0.7430081,0.00130068,0.0009138209,0.0004878219,0.001004567,0.00280919,0.003085899,0.0005406996,0.01428259,0.214129],"study_design_scores_gemma":[0.002216477,0.002897226,0.9826429,0.0003374118,0.0004906766,0.0002662628,0.0007297139,0.002518912,0.0005365817,0.00009115822,0.007205923,0.00006690709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980531,0.007155614,0.0001620067,0.003093933,0.00004080403,0.0002670183,0.002506878,0.00004126128,0.006201434],"genre_scores_gemma":[0.9961294,0.001665517,0.0004783208,0.0005470537,0.00002590284,0.00005052048,0.0006460802,0.000006135449,0.0004509881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07350081,"threshold_uncertainty_score":0.2889603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270573030703622,"score_gpt":0.2857696282770774,"score_spread":0.2730638979700412,"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."}}