{"id":"W2940189362","doi":"10.1186/s12889-019-6621-8","title":"Study protocol of a pragmatic randomized controlled trial incorporated into the Group Lifestyle Balance™ program: the nutrigenomics, overweight/obesity and weight management trial (the NOW trial)","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Strong; Brescia University College","keywords":"Medicine; Overweight; Randomized controlled trial; Weight management; Population; Checklist; Weight loss; Physical therapy; Body mass index; Obesity; Biostatistics; Family medicine; Gerontology; Public health; Nursing; Environmental health; Surgery; Internal medicine; Psychology","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":[0.008659463,0.0003114943,0.001114955,0.00007562696,0.0003754788,0.0001812168,0.0005638982,0.0001232437,0.00002436222],"category_scores_gemma":[0.0005142337,0.0001492434,0.0003722006,0.0002509831,0.000305696,0.00001229054,0.0002321452,0.000163941,0.000005805888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005593459,"about_ca_system_score_gemma":0.0009136708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008516324,"about_ca_topic_score_gemma":0.0002011575,"domain_scores_codex":[0.993063,0.004129615,0.001374359,0.0005309735,0.0004626499,0.000439359],"domain_scores_gemma":[0.9971081,0.0003697339,0.00109794,0.001017085,0.0001970891,0.0002100412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9908184,0.004789569,0.0008222819,0.0002450087,0.0003984283,7.135589e-7,0.0003582521,0.000001744651,0.0000198355,0.0007862698,0.001167622,0.0005918652],"study_design_scores_gemma":[0.9724864,0.005403898,0.0002819289,0.00001797964,0.0001427478,0.000001246005,0.0005882441,0.0002006662,0.00001297775,0.0008676875,0.01982628,0.0001699005],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5572503,0.0002891726,0.0001942809,0.001222732,0.0003864511,0.4404139,0.000009655856,0.00002116477,0.0002123483],"genre_scores_gemma":[0.6134185,0.0003001418,0.0005696049,0.0005220128,0.001137062,0.3835361,0.0001141779,0.00003775316,0.0003645778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05687774,"threshold_uncertainty_score":0.608597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123158716836444,"score_gpt":0.2974803932412104,"score_spread":0.285164521557566,"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."}}