{"id":"W3138426398","doi":"10.1089/jchc.19.04.0039","title":"Weight Gain and Mental Health in the Canadian Prison Population","year":2021,"lang":"en","type":"article","venue":"Journal of Correctional Health Care","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Université de Moncton; University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Medicine; Weight gain; Overweight; Psychotropic medication; Body mass index; Prison; Psychiatry; Mental health; Mental illness; Obesity; Population; Mass incarceration; Weight change; Body weight; Weight loss; Environmental health; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043139,0.00005557516,0.0001610757,0.0002251689,0.001264056,0.00007351266,0.00007169888,0.00004251186,0.00006045694],"category_scores_gemma":[0.0001055989,0.00004640599,0.00006905284,0.0005296436,0.00003198715,0.0001325514,0.000005830187,0.000263846,0.000001432183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621486,"about_ca_system_score_gemma":0.003726844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5435773,"about_ca_topic_score_gemma":0.9864063,"domain_scores_codex":[0.9984624,0.0004965857,0.0003406273,0.00008968438,0.0003963294,0.0002143975],"domain_scores_gemma":[0.9991245,0.00009439116,0.0002273113,0.00005255413,0.0002815571,0.0002197002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006630237,0.00012248,0.09197483,0.00008967255,0.00003355466,0.00003593283,0.3146076,0.0002914158,0.000001015859,0.003486133,0.04201756,0.5472735],"study_design_scores_gemma":[0.0002117286,0.0001505366,0.07697704,0.0001014609,0.00001711506,0.0002055995,0.7588865,0.00007064494,7.197218e-7,0.0001180814,0.1631879,0.00007269918],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732548,0.02461257,0.0002842996,0.1913845,0.006871385,0.0003750249,0.00004068809,0.00001241956,0.003164345],"genre_scores_gemma":[0.9935365,0.00198081,0.000142454,0.003720786,0.0004988447,0.000001770611,0.00002256258,0.000003653033,0.0000926363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472008,"threshold_uncertainty_score":0.9722226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806514390827668,"score_gpt":0.3541149643151714,"score_spread":0.3360498204068947,"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."}}