{"id":"W7083835094","doi":"10.36171/jamd25.28.3.10","title":"Is obesity a chronic disease or a mere risk factor?","year":2025,"lang":"it","type":"article","venue":"The Journal of AMD","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic disease; Obesity; Body weight; Commission","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073183,0.0002892208,0.0006363392,0.0002172175,0.0003067502,0.00004694328,0.000455645,0.00008839636,0.003762207],"category_scores_gemma":[0.001209643,0.000155717,0.0004359969,0.0004198985,0.0002131242,0.0002247378,0.00008486689,0.0005608217,0.0001226277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270717,"about_ca_system_score_gemma":0.003234926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034655,"about_ca_topic_score_gemma":0.00003732492,"domain_scores_codex":[0.9976214,0.0003878438,0.0008560352,0.0001519354,0.0006158614,0.0003669794],"domain_scores_gemma":[0.9971305,0.000394917,0.0009054338,0.0005776367,0.0004752433,0.0005162777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04006071,0.004324199,0.3899763,0.00515308,0.01364904,0.001298503,0.02163371,0.0009397069,0.001882188,0.002174661,0.2808632,0.2380447],"study_design_scores_gemma":[0.004681865,0.0004332882,0.7864575,0.002078173,0.01055107,0.00005998042,0.0008806821,0.0005006901,0.0006225384,0.001007381,0.1924959,0.0002309069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191597,0.06971513,0.0009393334,0.006275363,0.001643983,0.0005597234,0.0002971326,0.00002406977,0.001385596],"genre_scores_gemma":[0.9465806,0.03164426,0.00002955298,0.00105048,0.002352018,0.000002357431,0.000002980047,0.00002216823,0.01831562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3964812,"threshold_uncertainty_score":0.9971485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812339441252199,"score_gpt":0.2969869984937931,"score_spread":0.2788636040812711,"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."}}