{"id":"W3091930581","doi":"10.1016/j.metabol.2020.154388","title":"Factors affecting weight loss variability in obesity","year":2020,"lang":"en","type":"review","venue":"Metabolism","topic":"Diet and metabolism studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Weight loss; Obesity; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001304755,0.0008936612,0.006467577,0.0003223771,0.00009968584,0.00003112189,0.0002968282,0.0004829392,0.0001693912],"category_scores_gemma":[0.001873772,0.0006001609,0.001226316,0.001078101,0.0001257958,0.000105844,0.0003323691,0.001301821,0.0001427499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341019,"about_ca_system_score_gemma":0.0003861424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006030207,"about_ca_topic_score_gemma":0.00001086908,"domain_scores_codex":[0.9962203,0.0007191608,0.001001968,0.0009541786,0.0004615438,0.0006428643],"domain_scores_gemma":[0.9979461,0.0006055344,0.0003667746,0.0006794665,0.00008491513,0.0003171952],"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":[0.00001326785,0.0003125797,0.003780708,0.01894162,0.0005545185,0.0001369655,0.0009919733,2.595619e-8,7.323291e-7,0.000758043,0.0005541103,0.9739555],"study_design_scores_gemma":[0.0004988016,0.00001445052,0.02548371,0.002830013,0.003660726,0.00000830971,0.00004262186,5.780526e-7,0.000004071222,0.00009894256,0.9668998,0.0004580464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001442475,0.9896811,0.00002194161,0.00007282666,0.002351341,0.00146961,0.000059527,0.0001652131,0.004735922],"genre_scores_gemma":[0.0006143409,0.9969267,0.000233479,0.00007277579,0.001492803,0.0000696213,0.0000858471,0.00009968507,0.0004047765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734974,"threshold_uncertainty_score":0.999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584790718851453,"score_gpt":0.3352164592486211,"score_spread":0.2767373873634759,"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."}}