{"id":"W4404073170","doi":"10.1002/oby.24143","title":"Risk related to gestational weight loss among individuals with obesity: a population‐based cohort study","year":2024,"lang":"en","type":"article","venue":"Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; Children's Hospital of Eastern Ontario; Kingston Health Sciences Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational age; Obstetrics; Obesity; Cohort study; Birth weight; Cohort; Population; Pediatrics; Small for gestational age; Pregnancy; Internal medicine; Environmental health","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":[0.0007322025,0.0001655012,0.0002358687,0.0003718908,0.0001625239,0.00009148721,0.00009998341,0.00005091906,0.000540282],"category_scores_gemma":[0.0001717411,0.0001318437,0.00005789536,0.0007254425,0.00004102329,0.0001555145,0.00006555158,0.0002753426,0.0003386228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989273,"about_ca_system_score_gemma":0.000147436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005620026,"about_ca_topic_score_gemma":0.0002161528,"domain_scores_codex":[0.9977674,0.0001422376,0.0002423238,0.0004588881,0.001087636,0.0003015511],"domain_scores_gemma":[0.9990323,0.0001680296,0.00004663426,0.0002827525,0.0001800361,0.0002902727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004635383,0.0006359511,0.9947091,0.0001107571,0.0004147225,0.0002176396,0.0002194084,0.0004563204,0.000003832623,0.0006497698,0.001983487,0.0005526221],"study_design_scores_gemma":[0.000917904,0.0004994557,0.9951516,0.000128254,0.0002724936,0.000002953139,0.00006090679,0.001144661,0.0000217542,0.0005698919,0.00107905,0.000151038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947803,0.00004496886,0.0005220217,0.0008001262,0.00006993359,0.002184634,0.00008363263,0.0001698964,0.001344514],"genre_scores_gemma":[0.9939985,0.000007967257,0.001552665,0.0001540636,0.00003824139,0.0001903038,0.0005301785,0.00002629131,0.003501781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157267,"threshold_uncertainty_score":0.5915709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007937559393796569,"score_gpt":0.279283393425559,"score_spread":0.2713458340317624,"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."}}