{"id":"W4221072187","doi":"10.1016/j.jand.2022.03.012","title":"Health-Related Preconception Factors: Adherence to Guidelines and Associations with Weight Status","year":2022,"lang":"en","type":"article","venue":"Journal of the Academy of Nutrition and Dietetics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Medicine; Body mass index; Pregnancy; Physical activity; Healthy eating; Cross-sectional study; Gerontology; Environmental health; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001342879,0.0001902105,0.0002798463,0.0009706222,0.0004768587,0.0009069039,0.0004744349,0.0008822826,0.002397194],"category_scores_gemma":[0.01496116,0.0002393242,0.0005369377,0.002409881,0.0002663824,0.00056146,0.0004501909,0.001341507,0.0001983163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115952,"about_ca_system_score_gemma":0.001269232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03314951,"about_ca_topic_score_gemma":0.04305859,"domain_scores_codex":[0.9988683,0.0003111529,0.0002561466,0.000128622,0.0002701366,0.0001655876],"domain_scores_gemma":[0.9908937,0.002824974,0.00417211,0.0004104984,0.0007231506,0.0009755633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005116118,0.00009336619,0.996299,0.00001966196,0.00006245104,0.00002401089,0.00009399461,0.00002952616,0.00002982339,0.00002487687,0.0001690924,0.003103084],"study_design_scores_gemma":[0.000003560762,0.00005791028,0.9991726,0.00002683602,0.00003275275,0.00005842535,0.0001850603,0.0001591064,0.00001901446,0.00003257283,0.0002488192,0.000003167101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937384,0.001355218,0.0001418583,0.001015087,0.00004572074,0.00002555848,0.00101378,0.00001066129,0.002653729],"genre_scores_gemma":[0.9983829,0.0003785905,0.0002679072,0.0001433352,0.00002002521,0.0000143547,0.0003826491,0.000003849881,0.0004064082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03314951,"threshold_uncertainty_score":0.06591314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831745165344228,"score_gpt":0.3691639264508954,"score_spread":0.2859894099164725,"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."}}