{"id":"W4406090991","doi":"10.58931/cdet.2024.2334","title":"Monogenic and Syndromic Obesity: Therapeutic Implications","year":2024,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Obesity; Medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005596969,0.0001700214,0.0003106478,0.0003432061,0.000142615,0.00003544291,0.00008539116,0.00007859973,0.0001535891],"category_scores_gemma":[0.00003169803,0.0001528582,0.00007969412,0.0002031981,0.0002022141,0.00005936849,0.00003623894,0.0002111761,0.0002221537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032723,"about_ca_system_score_gemma":0.0003261256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003664,"about_ca_topic_score_gemma":0.006341374,"domain_scores_codex":[0.9986978,0.00002438297,0.0001536227,0.0003448849,0.0000486244,0.000730757],"domain_scores_gemma":[0.9992229,0.00008162791,0.00001425292,0.0002772343,0.00003720176,0.0003667493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005877135,0.00004791535,0.6928398,0.0002311564,0.00134163,0.0002985649,0.0006873789,4.134267e-7,0.009878933,0.07899147,0.02074675,0.1949301],"study_design_scores_gemma":[0.0002430875,0.00006856082,0.6899068,0.00004262574,0.0003748661,0.00008600349,0.00006822564,0.00002478017,0.0004736762,0.00329716,0.3052535,0.0001606375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112754,0.06575436,0.000004253393,0.01373862,0.0005500721,0.0002778255,0.00004381487,0.0001459517,0.008209644],"genre_scores_gemma":[0.9930078,0.001835308,0.00006702625,0.002522251,0.0001375642,0.00009704052,0.00002109586,0.00002972609,0.002282175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2845068,"threshold_uncertainty_score":0.6233376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649740026005924,"score_gpt":0.2574217603891887,"score_spread":0.2409243601291294,"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."}}