{"id":"W3045291149","doi":"10.1002/oby.22880","title":"Change in Weight, BMI, and Body Composition in a Population‐Based Intervention Versus Genetic‐Based Intervention: The NOW Trial","year":2020,"lang":"en","type":"article","venue":"Obesity","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Children’s Health Research Institute; East Wellington Family Health Team; Western University","funders":"Canadian Institutes of Health Research","keywords":"Nutrigenomics; Overweight; Medicine; Obesity; Randomized controlled trial; Weight loss; Population; Weight management; Body mass index; Clinical trial; Physical therapy; Internal medicine; Environmental health; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001409673,0.0001195679,0.0001227354,0.00005239635,0.00005791206,0.00003143348,0.0001048596,0.00009691107,0.00004209204],"category_scores_gemma":[0.00003772572,0.0001153555,0.0001141647,0.0001143223,0.00003832415,0.000007550586,0.00005302701,0.00007563749,0.000004117805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781325,"about_ca_system_score_gemma":0.00001899185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001490425,"about_ca_topic_score_gemma":0.0009079315,"domain_scores_codex":[0.999006,0.0002065481,0.0002524135,0.0002898547,0.000107931,0.0001372201],"domain_scores_gemma":[0.9996195,0.00001477992,0.00008018559,0.0001697592,0.00003663699,0.00007917449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04742775,0.002213827,0.9298611,0.0003416626,0.00004449481,0.00001894575,0.0001307487,0.0001581504,0.01524181,0.00007036388,0.0007079048,0.003783237],"study_design_scores_gemma":[0.05809283,0.001138961,0.9243066,0.00008002637,0.00004396041,7.621883e-7,0.00002535377,0.004789878,0.01040985,0.00008977541,0.0008088402,0.0002132154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965512,0.0008812026,0.0008846431,0.0008176252,0.0002107567,0.0005820391,0.00003219779,0.00001034179,0.00003003645],"genre_scores_gemma":[0.9983611,0.00005740818,0.0002102907,0.0003834959,0.0003800971,0.00008755624,0.0005036213,0.00001051135,0.000005921386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066508,"threshold_uncertainty_score":0.4704061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570697337102768,"score_gpt":0.2860180129295263,"score_spread":0.2603110395584986,"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."}}