{"id":"W1499947194","doi":"10.1007/s00127-007-0269-x","title":"The relationship between body mass index and mental health","year":2007,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Body mass index; Mental health; Epidemiology; Index (typography); Public health; Medicine; Psychology; Gerontology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006136843,0.0002429373,0.0007016854,0.0001697387,0.00186349,0.00001281599,0.00009492272,0.0003982425,0.00001505331],"category_scores_gemma":[0.0007240373,0.0001746483,0.0001880774,0.0004717734,0.0003483932,0.00006192198,0.00003741623,0.000739489,0.000007958532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000463232,"about_ca_system_score_gemma":0.0002136226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009944551,"about_ca_topic_score_gemma":0.00007717222,"domain_scores_codex":[0.9971102,0.0006065098,0.0009897271,0.0004276797,0.0001427509,0.0007231004],"domain_scores_gemma":[0.9937404,0.005259643,0.0004189927,0.0002110602,0.00002797424,0.000341868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002778759,0.00003196655,0.9046916,0.00006811039,0.00008191246,5.560245e-7,0.0001311836,2.195299e-8,2.631303e-7,0.0661766,0.02372528,0.004814623],"study_design_scores_gemma":[0.001144785,0.0002020625,0.9035975,0.00001074217,0.00006376344,0.0000419871,0.0005730655,0.000005801821,5.732372e-8,0.07817215,0.01603924,0.0001488686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6847313,0.02526765,0.002109776,0.2793393,0.004514391,0.0006668952,0.00002538807,0.0001149048,0.003230457],"genre_scores_gemma":[0.9877998,0.0008175991,0.002007035,0.00563081,0.003241601,0.000006826212,0.00004059677,0.00002295187,0.0004328386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3030685,"threshold_uncertainty_score":0.999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05941304765507803,"score_gpt":0.3843909448709169,"score_spread":0.3249778972158388,"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."}}