{"id":"W4391563555","doi":"10.31579/2640-1045/144","title":"Obesity and Diabetes","year":2023,"lang":"en","type":"article","venue":"Endocrinology and Disorders","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Diabetes mellitus; Obesity; Medicine; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004389715,0.000281692,0.0003388558,0.0007355178,0.0005920993,0.001496678,0.000267273,0.0008387095,0.01755306],"category_scores_gemma":[0.001307641,0.00009052125,0.0002619929,0.001924124,0.0002516742,0.0004590461,0.0005908695,0.001282543,0.002485754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003560662,"about_ca_system_score_gemma":0.0008318417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314939,"about_ca_topic_score_gemma":0.002810995,"domain_scores_codex":[0.9996085,0.0001038776,0.00002721733,0.00006175839,0.0001130291,0.00008569555],"domain_scores_gemma":[0.9994723,0.0001052715,0.0001331039,0.00002415369,0.00008040303,0.0001847369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001258751,0.0008419775,0.2251061,0.002984589,0.0003625936,0.003160123,0.0007915159,0.0001847656,0.001246752,0.03363115,0.1349867,0.5954449],"study_design_scores_gemma":[0.0001020327,0.0004401559,0.2811446,0.003365496,0.0003223774,0.009230956,0.001323052,0.0001253014,0.000208511,0.01538507,0.6883064,0.00004610755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07895532,0.6639883,0.0009565584,0.03421568,0.007460836,0.00009339903,0.002556177,0.00007612698,0.2116977],"genre_scores_gemma":[0.4258827,0.4963225,0.001672347,0.0122882,0.007520168,0.0001288475,0.002493692,0.00002906636,0.05366248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01755306,"threshold_uncertainty_score":0.05872083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165844253347047,"score_gpt":0.2585143310768245,"score_spread":0.2468558885433541,"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."}}