{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199926,0.0006695483,0.0006446025,0.0009961548,0.00238222,0.001079409,0.001131965,0.0009486402,0.001355724],"category_scores_gemma":[0.001580757,0.0009193951,0.001585844,0.002753656,0.0005887053,0.0004941942,0.001238744,0.001017878,0.0003846161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515931,"about_ca_system_score_gemma":0.004615115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5285392,"about_ca_topic_score_gemma":0.5642825,"domain_scores_codex":[0.9984261,0.0003463152,0.0001025649,0.0003418089,0.0003529402,0.0004302643],"domain_scores_gemma":[0.9989399,0.00008313779,0.0002314966,0.0002465146,0.0002235359,0.0002753693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004674317,0.0001081255,0.9966468,0.00002248585,0.0002295865,0.00009320881,0.0002640154,0.00003646428,0.0002912877,0.00005193866,0.0004149961,0.001373729],"study_design_scores_gemma":[0.00007023382,0.0001893691,0.998665,0.00001659257,0.0001046098,0.00007743933,0.0002322366,0.0001315577,0.00005272631,0.00002208655,0.000426191,0.00001186013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914764,0.0005629397,0.0005678023,0.0001017788,0.00002119156,0.0003019318,0.006075614,0.00001399085,0.0008784248],"genre_scores_gemma":[0.9928113,0.0003789339,0.001125727,0.0001996153,0.00001575767,0.00051321,0.003552251,0.00001181608,0.00139149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5285392,"threshold_uncertainty_score":0.9484747,"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."}}