{"id":"W4402625407","doi":"10.1016/j.clnesp.2024.07.835","title":"Epidemiology and comorbidities of obesity in oran, Algeria","year":2024,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Epidemiology; Obesity; Comorbidity; Gerontology; Environmental health; 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":[0.0003452093,0.0002233284,0.0001937655,0.002256897,0.0003719399,0.0005005603,0.0003164055,0.0002821446,0.001561384],"category_scores_gemma":[0.0007583964,0.0002122384,0.0003347755,0.003154108,0.0002197159,0.0003336441,0.0004479564,0.0003581043,0.0001472802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100565,"about_ca_system_score_gemma":0.000901418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06173717,"about_ca_topic_score_gemma":0.06384561,"domain_scores_codex":[0.9996161,0.00007056961,0.00007260213,0.00006937098,0.00008333104,0.00008801789],"domain_scores_gemma":[0.9994035,0.00004993251,0.0003713538,0.00001792764,0.00007181741,0.00008542742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005558418,0.00003906105,0.9950479,0.00003730383,0.00007041559,0.00009537292,0.0001123642,0.00005070345,0.0001294019,0.00008641266,0.0004748714,0.003800711],"study_design_scores_gemma":[0.000001266087,0.00001018836,0.9991635,0.00001828895,0.000008536159,0.0001202484,0.0002916197,0.00007792133,0.00001115068,0.00001974908,0.0002751605,0.000002463413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940806,0.002332337,0.00007359658,0.0003179092,0.00002387245,0.000006930946,0.002139495,0.000006127246,0.001019193],"genre_scores_gemma":[0.996878,0.001358759,0.0002389999,0.00008545781,0.00003152386,0.00001278813,0.001042137,0.00000254256,0.0003496992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173717,"threshold_uncertainty_score":0.1227556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6050452164988306,"score_gpt":0.6146611683754268,"score_spread":0.009615951876596252,"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."}}