{"id":"W3101177428","doi":"10.1111/ppe.12741","title":"Rating the seriousness of maternal and child health outcomes linked with pregnancy weight gain","year":2020,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Seriousness; Medicine; Gestational diabetes; Pregnancy; Obstetrics; Preeclampsia; Birth weight; Pediatrics; Gestation","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":[0.02701673,0.0004251739,0.0003838079,0.001379648,0.0006213863,0.0008705889,0.000531632,0.0007596764,0.002160795],"category_scores_gemma":[0.04481044,0.000276035,0.0009081258,0.0006668688,0.0009775925,0.0009149719,0.002571349,0.0009774566,0.0002472515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768423,"about_ca_system_score_gemma":0.001292382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202655,"about_ca_topic_score_gemma":0.001812326,"domain_scores_codex":[0.9830546,0.01093287,0.002175616,0.000607966,0.002504243,0.0007247607],"domain_scores_gemma":[0.9561246,0.02285714,0.01017608,0.00149164,0.006792924,0.00255769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001062912,0.0004580902,0.8811058,0.00173198,0.0004067987,0.0002658162,0.02463533,0.001581298,0.00314262,0.0004644028,0.003477387,0.08166748],"study_design_scores_gemma":[0.0001112217,0.002219923,0.9613606,0.0006419714,0.0001353328,0.0005152929,0.02328011,0.003093075,0.001978267,0.001416014,0.005129378,0.0001187173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872532,0.0003124435,0.004406427,0.0008391147,0.00004356012,0.001220035,0.0004930065,0.00002754084,0.005404642],"genre_scores_gemma":[0.9874143,0.0004361338,0.009925455,0.0002022095,0.00002907639,0.001274258,0.0004349226,0.000004651587,0.0002789559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02701673,"threshold_uncertainty_score":0.1428798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026298604720444,"score_gpt":0.3096024951958982,"score_spread":0.2793395091486938,"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."}}