{"id":"W4313357538","doi":"10.7759/cureus.33111","title":"Obesity in the Pediatric Population of the National (Nationwide) Inpatient Sample (NIS), USA","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic; Prostate Cancer Canada; Alberta Health Services; Markham Stouffville Hospital","funders":"","keywords":"Medicine; Obesity; Population; Incidence (geometry); Childhood obesity; Pediatrics; Demography; Public health; Environmental health; Overweight; Internal medicine","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":[0.0007027334,0.0002512567,0.0002528088,0.001679723,0.0003077627,0.000479352,0.0004799,0.000190845,0.001701401],"category_scores_gemma":[0.003137601,0.000222364,0.0003311533,0.002891832,0.0001910799,0.0004700356,0.0006752026,0.0005756102,0.0004535744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007458168,"about_ca_system_score_gemma":0.0009473871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293744,"about_ca_topic_score_gemma":0.03083275,"domain_scores_codex":[0.9991134,0.0001439552,0.0001929871,0.0001441251,0.0002979301,0.0001077545],"domain_scores_gemma":[0.998381,0.0001307804,0.0008769583,0.0001018191,0.0003482655,0.0001612555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001880785,0.0000139567,0.9971299,0.00002001064,0.00002911243,0.000036821,0.00005091956,0.00003424026,0.00005790018,0.00003633793,0.001695988,0.0008760898],"study_design_scores_gemma":[0.000002814604,0.0000105163,0.9985891,0.00001544784,0.000011362,0.000166021,0.0001898894,0.0001333431,0.00004395839,0.00002174608,0.0008139425,0.000001915482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470856,0.0005085319,0.0005299266,0.0003208543,0.00004754802,0.0001241435,0.04775213,0.00003906116,0.00359213],"genre_scores_gemma":[0.9383859,0.0008341397,0.0009754723,0.0003613877,0.00005116493,0.0003893717,0.05838852,0.00002020181,0.0005938098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293744,"threshold_uncertainty_score":0.04560786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847206865636878,"score_gpt":0.2892201246204831,"score_spread":0.2607480559641143,"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."}}