{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005263895,0.0001040574,0.0004044736,0.00008450362,0.00001259804,0.000002639238,0.00007692138,0.00002474203,0.00006007245],"category_scores_gemma":[0.00001221708,0.00008884993,0.00009116405,0.0001445902,0.00001509301,0.00002982735,0.00006566994,0.00005853637,0.00001867077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059355,"about_ca_system_score_gemma":0.0001358464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1979619,"about_ca_topic_score_gemma":0.4119686,"domain_scores_codex":[0.9990634,0.00006341337,0.0002632133,0.0002406227,0.0001611711,0.0002082282],"domain_scores_gemma":[0.9993064,0.000229732,0.0000663387,0.0003024083,0.00003042953,0.00006464219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003083289,0.0003541447,0.9865105,0.0009347711,0.0002339897,0.00003433428,0.000004608232,0.000005376403,0.0000353043,0.003504152,0.001248751,0.006825805],"study_design_scores_gemma":[0.003867728,0.000188149,0.985699,0.0002326505,0.0001723278,1.452811e-7,0.00002042883,0.0001324508,0.0009365818,0.0002243213,0.008444748,0.00008144193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556379,0.00003694956,0.00002269889,0.00007928297,0.0003364097,0.001620199,0.000006752183,0.00001215834,0.04224765],"genre_scores_gemma":[0.9939381,0.00007936117,0.0007546624,0.00009304017,0.00002759241,0.00005852376,0.00003268745,0.00001120391,0.005004843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140067,"threshold_uncertainty_score":0.8073789,"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."}}