{"id":"W4282923203","doi":"10.1093/jn/nxac120","title":"Equal Weighting of the Healthy Eating Index–2010 Components May Not be Appropriate for Pregnancy","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"University of California, Irvine; State Key Laboratory of Membrane Biology; University of Pittsburgh; University of Pennsylvania; Northwestern University; RTI International; Case Western Reserve University; Indiana University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Columbia University","keywords":"Medicine; Pregnancy; Small for gestational age; Calorie; Preeclampsia; Gestation; Obstetrics; Body mass index; Prospective cohort study; Gestational age; 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":[0.01502851,0.001424922,0.001657599,0.0008944771,0.0006518687,0.001962518,0.001061461,0.0007183936,0.005479015],"category_scores_gemma":[0.05949324,0.0005773951,0.001454985,0.001816079,0.0006268295,0.001315569,0.001445401,0.001868426,0.001141802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007626677,"about_ca_system_score_gemma":0.001238588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328227,"about_ca_topic_score_gemma":0.01833241,"domain_scores_codex":[0.9914042,0.005367479,0.0007751566,0.001020791,0.000854953,0.0005773564],"domain_scores_gemma":[0.9908289,0.004772652,0.0008241774,0.001817349,0.001329259,0.0004275712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00862679,0.0008164596,0.2233891,0.001032906,0.006814249,0.0002201837,0.001238433,0.009110711,0.007632732,0.0166402,0.03351199,0.6909661],"study_design_scores_gemma":[0.001062127,0.004090067,0.7348417,0.002804965,0.004955448,0.001937178,0.00293709,0.04814403,0.007833269,0.0860531,0.1050217,0.0003193772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849499,0.00962852,0.2380269,0.01321704,0.008273252,0.0009694667,0.005028935,0.0009627639,0.0389432],"genre_scores_gemma":[0.9143855,0.001337113,0.07346067,0.003298591,0.0004159235,0.0003518599,0.001687792,0.0002973279,0.004765136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502851,"threshold_uncertainty_score":0.07947928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06812557088440827,"score_gpt":0.3308726435511998,"score_spread":0.2627470726667915,"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."}}