{"id":"W4224238503","doi":"10.1136/bmjopen-2021-059914","title":"Building knowledge, optimising physical and mental health and setting up healthier life trajectories in South African women (<i>Bukhali</i>): a preconception randomised control trial part of the Healthy Life Trajectories Initiative (HeLTI)","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; Hospital for Sick Children; Ottawa Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Centre for Global Health Research; Alberta Children's Hospital; Red River College; Ontario Institute for Cancer Research","funders":"Medical Research Council; Canadian Institutes of Health Research; South African Medical Research Council","keywords":"Medicine; Overweight; Gerontology; Mental health; Randomized controlled trial; Obesity; Body mass index; Psychological intervention; Environmental health; Family medicine; Psychiatry","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":[0.002442583,0.0009941965,0.001661975,0.0004254786,0.0008672742,0.001129307,0.0007130383,0.00210154,0.0126799],"category_scores_gemma":[0.002874908,0.0005053451,0.00208623,0.0004072135,0.0007180254,0.0008084094,0.001023441,0.002112699,0.0007714785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049708,"about_ca_system_score_gemma":0.002489357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715469,"about_ca_topic_score_gemma":0.005015117,"domain_scores_codex":[0.9989163,0.0005713746,0.00008555434,0.0001311809,0.00005891907,0.0002367696],"domain_scores_gemma":[0.9989126,0.0002942935,0.0002252905,0.00006631024,0.00007443021,0.0004271097],"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":[0.802337,0.06435329,0.005325112,0.008296631,0.002389751,0.0001484337,0.001125323,0.0008992892,0.002746136,0.001032197,0.00324796,0.108099],"study_design_scores_gemma":[0.809059,0.1693121,0.01265217,0.001167849,0.001859535,0.00004690975,0.000414327,0.0005666034,0.000664768,0.0007818783,0.003429337,0.00004543727],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482434,0.005206584,0.0007604579,0.002917251,0.0008846787,0.03613107,0.001448158,0.00008480193,0.004323628],"genre_scores_gemma":[0.9238229,0.002416603,0.004484795,0.001635368,0.0003833867,0.06320481,0.0005346199,0.00001059001,0.003506928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126799,"threshold_uncertainty_score":0.04241848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070801427169051,"score_gpt":0.3895953200821216,"score_spread":0.3288873058104311,"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."}}