{"id":"W2118184243","doi":"10.1038/ijo.2009.2","title":"A proposed clinical staging system for obesity","year":2009,"lang":"en","type":"review","venue":"International Journal of Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":659,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Alberta Health Services","keywords":"Waist; Body mass index; Anthropometry; Medicine; Obesity; Clinical Practice; Clinical decision making; Population; Circumference; Physical therapy; Intensive care medicine; Pathology; Internal medicine; Environmental health; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009874851,0.0004247331,0.002833479,0.0005124703,0.0006737813,0.00006618166,0.001536474,0.0009282954,0.0002032419],"category_scores_gemma":[0.001973653,0.0003279126,0.001454239,0.0001662632,0.00006955712,0.000544922,0.0002120562,0.003432868,0.0004222458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487808,"about_ca_system_score_gemma":0.004489513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005005631,"about_ca_topic_score_gemma":0.00004578173,"domain_scores_codex":[0.9908317,0.002732364,0.004430216,0.0004020777,0.00103214,0.0005714984],"domain_scores_gemma":[0.9836599,0.004772732,0.008230192,0.0003429033,0.002603642,0.0003906454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004281114,0.001262081,0.005157227,0.05553966,0.001396117,0.0003338075,0.0003742535,9.954908e-7,1.262512e-7,0.003502677,0.02323939,0.9087656],"study_design_scores_gemma":[0.001258508,0.0002853925,0.001186194,0.05070075,0.0009121334,0.0001168001,0.000237898,0.00001024924,1.982908e-7,0.0002473769,0.9447926,0.0002518442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004905781,0.9757379,0.002743179,0.0007577119,0.01477078,0.00258033,0.000205144,0.00007947117,0.002634918],"genre_scores_gemma":[0.0003089975,0.9862138,0.003555212,0.0004746894,0.008224919,0.00002538183,0.00004700173,0.00004926036,0.001100739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9215533,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2833888353257855,"score_gpt":0.6068232948266666,"score_spread":0.3234344595008811,"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."}}