{"id":"W4213372672","doi":"10.3390/nu14040810","title":"Be Healthy in Pregnancy (BHIP): A Randomized Controlled Trial of Nutrition and Exercise Intervention from Early Pregnancy to Achieve Recommended Gestational Weight Gain","year":2022,"lang":"en","type":"article","venue":"Nutrients","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Impact; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Gestation; Randomized controlled trial; Weight gain; Gestational age; Obstetrics; Physical therapy; Pediatrics; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007675167,0.0001431357,0.0008626165,0.0004900586,0.00007916247,0.00001773397,0.00009538538,0.00004158798,0.0002750716],"category_scores_gemma":[0.0004724321,0.0001325284,0.0002011689,0.0003132255,0.0000347725,0.0001081327,0.0001211063,0.0002037617,0.000003542329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603867,"about_ca_system_score_gemma":0.0000675228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844882,"about_ca_topic_score_gemma":0.00001328947,"domain_scores_codex":[0.9972413,0.0006466389,0.0007763046,0.0003282645,0.0007461419,0.0002613834],"domain_scores_gemma":[0.9987651,0.00051702,0.0002449477,0.000165934,0.00013643,0.0001705606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9784452,0.005046643,0.000733076,0.0003306435,0.0001487414,0.00001703493,0.0008031884,0.000006897341,0.00008452778,0.0006716528,0.0006378282,0.01307451],"study_design_scores_gemma":[0.983245,0.002968209,0.004579711,0.001757456,0.0001088659,4.767033e-7,0.0002499778,0.0004296771,0.00009759366,0.006009722,0.0004496751,0.0001036272],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975537,0.001978967,0.0003530079,0.004649692,0.0002900329,0.01669749,0.0002105025,0.00002181117,0.0002615222],"genre_scores_gemma":[0.9830518,0.001347417,0.001568966,0.0002343789,0.00003644725,0.01228959,0.0008211006,0.000018685,0.0006315998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297088,"threshold_uncertainty_score":0.5404351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005180478891707,"score_gpt":0.3091263145802026,"score_spread":0.2890745097912855,"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."}}