{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007440544,0.0002921355,0.0003153837,0.000692477,0.0008090305,0.0006238373,0.0004718054,0.0003781942,0.001046397],"category_scores_gemma":[0.001620864,0.0003385468,0.0006275935,0.001729413,0.0002672042,0.0003118407,0.0004595643,0.0006930303,0.0001867865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245205,"about_ca_system_score_gemma":0.001876402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.27384,"about_ca_topic_score_gemma":0.337418,"domain_scores_codex":[0.9995283,0.00006553727,0.00004052146,0.0001190571,0.0001368706,0.0001096782],"domain_scores_gemma":[0.9992865,0.00005500141,0.000282174,0.0001044568,0.0001385877,0.0001333647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006384395,0.00001796866,0.9990709,0.000005435623,0.00006292071,0.00003501871,0.00006525339,0.00001575112,0.00007571244,0.000009583877,0.00009721011,0.0004803728],"study_design_scores_gemma":[0.000007233657,0.00003181028,0.9995571,0.000007140006,0.0000337761,0.0000546771,0.00008947751,0.0000667881,0.0000110864,0.000006204617,0.0001323088,0.000002426084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978301,0.0002156369,0.00009925387,0.0000583857,0.000007208333,0.00002498763,0.001397447,0.000003246188,0.0003635771],"genre_scores_gemma":[0.9983765,0.0002305217,0.0001276173,0.00003735348,0.000007915341,0.00002622825,0.0009080897,0.000002406143,0.0002833183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27384,"threshold_uncertainty_score":0.5444921,"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."}}