{"id":"W4206844196","doi":"10.21203/rs.3.rs-38597/v1","title":"Resting Energy Expenditure Guided Intervention for Gestational Weight Gain in Obese and Overweight Women","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Overweight; Gestational diabetes; Weight gain; Obstetrics; Resting energy expenditure; Pregnancy; Body mass index; Obesity; Gestation; Prospective cohort study; Pediatrics; Internal medicine; Body weight","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":[0.0004652448,0.0002741793,0.0004500217,0.0004112133,0.0002887966,0.0002572649,0.0003444701,0.0003172607,0.001691563],"category_scores_gemma":[0.001026404,0.0001140336,0.0004688145,0.0003187672,0.0001736064,0.0001710169,0.0003941277,0.0004834858,0.0001324144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288563,"about_ca_system_score_gemma":0.0008654015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632941,"about_ca_topic_score_gemma":0.003280283,"domain_scores_codex":[0.9996603,0.0001460974,0.00003761087,0.00004301806,0.00004541143,0.00006758841],"domain_scores_gemma":[0.9997539,0.00005283814,0.00008357925,0.00001396829,0.00002250101,0.00007322534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03001556,0.01012145,0.3489936,0.00629296,0.001563357,0.001159291,0.0008822711,0.000497961,0.008884361,0.0005832346,0.004067115,0.5869389],"study_design_scores_gemma":[0.005744669,0.0185892,0.9558461,0.002280199,0.001372217,0.0007368563,0.0008810277,0.001188415,0.002091078,0.0007645491,0.01046202,0.00004364994],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720743,0.02053933,0.001078415,0.001192875,0.0003132888,0.0006298872,0.0004741319,0.00004695446,0.003650831],"genre_scores_gemma":[0.9876381,0.006976814,0.001850507,0.000825457,0.000198059,0.001124741,0.0003674847,0.000007897099,0.001010831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002632941,"threshold_uncertainty_score":0.005658805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163646258902642,"score_gpt":0.4417345473135775,"score_spread":0.3253699214233133,"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."}}