{"id":"W2159682955","doi":"10.1371/journal.pone.0049919","title":"Estimation of Newborn Risk for Child or Adolescent Obesity: Lessons from Longitudinal Birth Cohorts","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Birth, Development, and Health","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Biocenter, University of Oulu; European Commission; Broad Institute; Oulun Yliopisto; Medical Research Council; Centre National de la Recherche Scientifique; Academy of Finland; Centers for Disease Control and Prevention; Agence Nationale de la Recherche; Imperial College London; National Institutes of Health; March of Dimes Foundation","keywords":"Childhood obesity; Medicine; Obesity; Cohort; Pediatrics; Birth weight; Cohort study; Demography; Gestational age; Prospective cohort study; Longitudinal study; Obstetrics; Pregnancy; Internal medicine; Overweight; Biology","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":[0.03665433,0.001207502,0.0011098,0.001955539,0.0006179255,0.001893964,0.001845894,0.001216126,0.0008802342],"category_scores_gemma":[0.09816754,0.0008275833,0.00181347,0.001334162,0.0005515899,0.001496406,0.001468755,0.001969848,0.0003390192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629933,"about_ca_system_score_gemma":0.001355728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0379815,"about_ca_topic_score_gemma":0.02008012,"domain_scores_codex":[0.9932131,0.005242694,0.0002753313,0.0007586822,0.0003442052,0.0001660337],"domain_scores_gemma":[0.9557483,0.02922273,0.003868819,0.007108372,0.002980988,0.001070691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149857,0.00004486652,0.965592,0.00004476458,0.0006827188,0.0001392075,0.0003847579,0.005575867,0.0001103055,0.0007478813,0.001183765,0.025344],"study_design_scores_gemma":[0.0001387471,0.0005215338,0.7875291,0.0007824511,0.00129776,0.0006870257,0.0009002727,0.1857927,0.0007376631,0.01546685,0.00600203,0.000143846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956163,0.01046251,0.1812199,0.004906153,0.0004237299,0.0002656775,0.003330211,0.0006620461,0.003113483],"genre_scores_gemma":[0.9507637,0.003758892,0.04126449,0.0004027094,0.0002537031,0.0001912742,0.002422828,0.0001376091,0.0008047887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0379815,"threshold_uncertainty_score":0.1938489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08447766928956385,"score_gpt":0.3114825615566207,"score_spread":0.2270048922670569,"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."}}