{"id":"W4230830694","doi":"10.21203/rs.2.16248/v1","title":"Resting energy expenditure guided intervention for gestational weight gain in obese and overweight women","year":2019,"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":"Ottawa Hospital","funders":"","keywords":"Medicine; Overweight; Gestational diabetes; Weight gain; Body mass index; Obstetrics; Pregnancy; Resting energy expenditure; Obesity; Gestation; Gestational age; Prospective cohort study; Pediatrics; Physical therapy; 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":[0.0004267852,0.0002672674,0.0004198593,0.000393105,0.0002752232,0.000251581,0.0003353226,0.000315048,0.001674406],"category_scores_gemma":[0.0009235659,0.0001102945,0.0004392032,0.0003081171,0.0001678711,0.0001685296,0.0003760807,0.0004361932,0.000124766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230818,"about_ca_system_score_gemma":0.0008170035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532179,"about_ca_topic_score_gemma":0.003234687,"domain_scores_codex":[0.999692,0.0001288442,0.00003425848,0.00003871735,0.00004087671,0.00006547859],"domain_scores_gemma":[0.9997697,0.00004906696,0.00007961004,0.00001296087,0.00001966854,0.00006899847],"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":[0.03173116,0.01051307,0.3799534,0.005792983,0.001530845,0.001098403,0.0008388822,0.000498149,0.008959147,0.0005175219,0.003397481,0.5551689],"study_design_scores_gemma":[0.005299785,0.01892954,0.9583631,0.00189705,0.001220997,0.0006710603,0.0008041192,0.00109563,0.002075267,0.000643767,0.008961595,0.0000379609],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772328,0.01664731,0.000900721,0.0009400065,0.0002419377,0.0005308869,0.0004052251,0.00003904971,0.003062039],"genre_scores_gemma":[0.9897527,0.005690583,0.001497388,0.0006765507,0.0001682351,0.0009751556,0.0003209068,0.000006433674,0.0009121006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002532179,"threshold_uncertainty_score":0.005601466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885549863738117,"score_gpt":0.4345004688224953,"score_spread":0.3459454824486836,"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."}}