{"id":"W4285090758","doi":"10.1111/mcn.13403","title":"Diet quality during pregnancy and its association with social factors: 3D Cohort Study (Design, Develop, Discover)","year":2022,"lang":"en","type":"article","venue":"Maternal and Child Nutrition","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Medicine; Cohort study; Association (psychology); Pregnancy; Cohort; Quality (philosophy); Obstetrics; Environmental health; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003970609,0.0001234782,0.0002211443,0.00006558743,0.003898948,0.0000269767,0.0000561453,0.00007484326,0.0002159047],"category_scores_gemma":[0.00003103871,0.0001116492,0.00001605735,0.0001291583,0.0000117962,0.00020773,0.000133779,0.0004405974,0.000004381193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736626,"about_ca_system_score_gemma":0.00003701483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004878288,"about_ca_topic_score_gemma":0.0002102064,"domain_scores_codex":[0.9980502,0.0007035068,0.000348649,0.000248462,0.0003756163,0.0002735907],"domain_scores_gemma":[0.9994336,0.0000871106,0.0002725749,0.00005954089,0.00008164685,0.00006551875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004587938,0.000300928,0.9901499,0.0005885899,0.00004712835,0.000004290041,0.007900063,0.000002478054,0.00001202787,0.0004389629,0.00007526792,0.0000215728],"study_design_scores_gemma":[0.002049993,0.0003369103,0.9930087,0.0002662883,0.00003880126,0.000002181011,0.003542968,0.0000155466,0.00002476905,0.000292154,0.0002823838,0.0001393073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996264,0.0002171564,0.00001397357,0.001035356,0.0001801627,0.001720804,0.0002653309,0.00005982372,0.0002434236],"genre_scores_gemma":[0.9986878,0.0001590342,0.00003113563,0.00008965429,0.0001638386,0.0004922869,0.00007971479,0.00001262281,0.000283937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004357095,"threshold_uncertainty_score":0.9973978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08737468214314774,"score_gpt":0.3790013335786184,"score_spread":0.2916266514354706,"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."}}