{"id":"W4293104263","doi":"10.1038/d41586-022-02207-8","title":"The vicious cycle of depression and obesity","year":2022,"lang":"en","type":"article","venue":"Nature","topic":"Diet and metabolism studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Depression (economics); Obesity; Medicine; Internal medicine; Economics; Keynesian economics","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":[0.001318734,0.0001254067,0.0003649963,0.0005740055,0.0008082126,0.001754317,0.0003259081,0.001032383,0.001973633],"category_scores_gemma":[0.004239934,0.0001996838,0.0001163306,0.0005383311,0.00214456,0.001464719,0.001227748,0.001485492,0.0001688642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00082765,"about_ca_system_score_gemma":0.001144973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214693,"about_ca_topic_score_gemma":0.007819376,"domain_scores_codex":[0.9994412,0.0003115419,0.0000231459,0.00005083115,0.0001222313,0.00005110939],"domain_scores_gemma":[0.9981639,0.0009021683,0.0003044374,0.0001361593,0.0001775375,0.0003158266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002372041,0.0009663567,0.5147098,0.001274551,0.0008139433,0.002954421,0.0121701,0.000496785,0.009619342,0.1257804,0.02067685,0.3081653],"study_design_scores_gemma":[0.00009187735,0.000514017,0.8648416,0.0006416627,0.0001591385,0.002982807,0.008394779,0.0004441862,0.0006913148,0.07324917,0.04794432,0.00004518341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6826876,0.1571433,0.00167288,0.115373,0.001498286,0.00004332557,0.0003493628,0.00002290043,0.0412093],"genre_scores_gemma":[0.9680727,0.02214246,0.0006781684,0.006002644,0.0006748629,0.00001868112,0.00004985986,0.000008740698,0.002351905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214693,"threshold_uncertainty_score":0.00697422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004182043258444903,"score_gpt":0.2568206201739299,"score_spread":0.252638576915485,"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."}}