{"id":"W4213431110","doi":"10.1111/cob.12510","title":"The Edmonton Obesity Staging System and pregnancy outcomes in women with overweight or obesity: A secondary analysis of a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"PrecisionBiotics Group; University College Dublin; Science Foundation Ireland","keywords":"Medicine; Overweight; Body mass index; Pregnancy; Interquartile range; Obesity; Obstetrics; Logistic regression; Confounding; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007258932,0.001415009,0.004081482,0.0008450127,0.0004665246,0.001345835,0.0008989482,0.001888097,0.005980432],"category_scores_gemma":[0.00942583,0.0005485605,0.004665054,0.0008098435,0.0009232479,0.0008531258,0.0005718804,0.002065461,0.000268993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009756348,"about_ca_system_score_gemma":0.002065598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671564,"about_ca_topic_score_gemma":0.003435863,"domain_scores_codex":[0.9961254,0.002712792,0.0002846693,0.0003514608,0.0002424494,0.0002832111],"domain_scores_gemma":[0.995027,0.002552693,0.001269757,0.0003454747,0.0003299663,0.0004750748],"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":[0.9672449,0.002492703,0.004647193,0.003141701,0.009063502,0.0000409431,0.00005113209,0.0002630543,0.0003996094,0.0002729536,0.001035097,0.01134718],"study_design_scores_gemma":[0.9419427,0.03223383,0.01238751,0.0004992037,0.01050016,0.0000259655,0.00003772593,0.001032882,0.0001865212,0.0003922242,0.0007314619,0.00002985864],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499155,0.03320916,0.001119971,0.001431781,0.001295166,0.007935618,0.001907489,0.00009478105,0.003090575],"genre_scores_gemma":[0.9713902,0.006643642,0.002561241,0.00113134,0.0009505874,0.01394767,0.0009861097,0.00002158351,0.00236762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007258932,"threshold_uncertainty_score":0.03838938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959480784729615,"score_gpt":0.3285005651441674,"score_spread":0.3089057572968713,"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."}}