{"id":"W2618027353","doi":"10.1016/j.numecd.2017.05.005","title":"Maternal pre-gravid cardiometabolic health and infant birthweight: A prospective pre-conception cohort study","year":2017,"lang":"en","type":"article","venue":"Nutrition Metabolism and Cardiovascular Diseases","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research and Innovation; Ontario Ministry of Research, Innovation and Science; National Natural Science Foundation of China; Heart and Stroke Foundation of Canada","keywords":"Medicine; Pregnancy; Obstetrics; Anthropometry; Gestational age; Weight gain; Context (archaeology); Prospective cohort study; Body mass index; Small for gestational age; Gestation; Cohort; Birth weight; Cohort study; Internal medicine; Body weight; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525055,0.0002384271,0.0008843151,0.0002431309,0.0005686975,0.0003109269,0.0001185035,0.00004356973,0.00002066139],"category_scores_gemma":[0.000146618,0.0002041717,0.0003640664,0.0001114033,0.0002187418,0.0003688233,0.0001560467,0.0001319185,0.000004712248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003371084,"about_ca_system_score_gemma":0.00009320914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111731,"about_ca_topic_score_gemma":0.00002236315,"domain_scores_codex":[0.9975156,0.0002339763,0.0002728899,0.0006217875,0.0009888712,0.0003668549],"domain_scores_gemma":[0.9982665,0.00001630112,0.0001089587,0.0007675501,0.0002250791,0.0006156504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003728004,0.0005984903,0.9649189,0.0007160128,0.002712666,0.00003680098,0.0002863834,0.000004506694,0.00002466168,0.0004608619,0.0002878143,0.02958008],"study_design_scores_gemma":[0.00603172,0.0002937276,0.9789891,0.0001144565,0.001400805,0.00002184125,0.0004404979,0.00002552874,0.00003829233,0.0003918691,0.01206702,0.0001851064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282534,0.06672189,0.0001733786,0.0002013999,0.000120447,0.004095876,0.0002167796,0.00006083881,0.0001560461],"genre_scores_gemma":[0.9737062,0.02391455,0.00019025,0.0001210475,0.0004709433,0.001314308,0.0001275757,0.00002514144,0.0001299476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0454529,"threshold_uncertainty_score":0.832588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913957397367571,"score_gpt":0.2847685529338587,"score_spread":0.275628978960183,"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."}}