{"id":"W2788555776","doi":"10.1071/ah17147","title":"Relative contribution of overweight and obesity to rising public hospital in-patient expenditure in South Australia","year":2018,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Global Health Care Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Overweight; Obesity; Public expenditure; Public health; Medicine; Population health; Body mass index; Population; Health economics; Health care; Environmental health; Economics; Public finance; Economic growth; Endocrinology","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":[0.0009721381,0.0001864029,0.000232126,0.00101959,0.0004223325,0.001207297,0.0004393648,0.0003832052,0.002251213],"category_scores_gemma":[0.006786672,0.0002345022,0.0005430068,0.001764465,0.000643981,0.0008483414,0.00201093,0.0009855781,0.0001679668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444475,"about_ca_system_score_gemma":0.002612198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08538507,"about_ca_topic_score_gemma":0.1079625,"domain_scores_codex":[0.9986746,0.0004096139,0.0001607379,0.0001149694,0.0003316329,0.00030843],"domain_scores_gemma":[0.9947007,0.0004800099,0.003093597,0.0001391143,0.0007032728,0.0008833737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001188161,0.00004826813,0.9640697,0.000369467,0.0001557808,0.0008210474,0.003365038,0.0004271308,0.000535136,0.001075344,0.001595336,0.02741886],"study_design_scores_gemma":[0.000001484418,0.00002181595,0.9977446,0.00006948665,0.00001484347,0.0001205719,0.0009961352,0.000187796,0.00002659471,0.00008911658,0.0007233749,0.000004278641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888722,0.001314279,0.000101521,0.006937548,0.00003917431,0.00001102806,0.0002787089,0.000005824213,0.002439783],"genre_scores_gemma":[0.9980111,0.001044267,0.00009022091,0.0002817287,0.00005127291,0.000008439718,0.0001099376,0.000003428764,0.0003996092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08538507,"threshold_uncertainty_score":0.1697762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09363085257731454,"score_gpt":0.464640959044577,"score_spread":0.3710101064672624,"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."}}