{"id":"W2489281211","doi":"10.1186/s13052-016-0284-1","title":"Gestational weight gain and fetal growth in underweight women","year":2016,"lang":"en","type":"article","venue":"The Italian Journal of Pediatrics/Italian journal of pediatrics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Underweight; Weight gain; Obstetrics; Fetus; Fetal growth; Gestational age; Gestation; Fetal weight; Pregnancy; Body weight; Body mass index; Overweight; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003615169,0.0004073899,0.000840741,0.002065763,0.0001472409,0.0001429918,0.0006210693,0.0001772714,0.0002558748],"category_scores_gemma":[0.001302844,0.0002451414,0.0003920637,0.001263181,0.0002810455,0.0009456747,0.000138661,0.0008952355,0.00003481259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007866317,"about_ca_system_score_gemma":0.00126144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006357139,"about_ca_topic_score_gemma":0.000009061604,"domain_scores_codex":[0.9942218,0.0003586778,0.002013777,0.0002885561,0.002218639,0.0008985617],"domain_scores_gemma":[0.9939685,0.001104759,0.001756672,0.0002466736,0.001780242,0.001143105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002588996,0.001735318,0.8521726,0.001716258,0.0005571137,0.006770166,0.003514837,0.0001199066,0.000732849,0.003850869,0.1003072,0.02593383],"study_design_scores_gemma":[0.03642505,0.01258547,0.8433948,0.0007107001,0.002281992,0.00754399,0.008637549,0.0001324036,0.0002407969,0.06520074,0.02101481,0.001831766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746507,0.005335344,0.004897327,0.01258761,0.001163632,0.0004561746,0.00009894731,0.0000125968,0.0007976308],"genre_scores_gemma":[0.9854155,0.006291013,0.002686353,0.000395963,0.003452237,0.000006647724,0.000006790533,0.00006390498,0.001681553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07929241,"threshold_uncertainty_score":0.9996578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116168669585193,"score_gpt":0.2487842274579332,"score_spread":0.2371673604994139,"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."}}