{"id":"W6958935493","doi":"10.6084/m9.figshare.c.6090369.v1","title":"Cross-sectional associations between mental health indicators and social vulnerability, with physical activity, sedentary behaviour and sleep in urban African young women","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Sitting; Vulnerability (computing); Screen time; Sleep (system call); Quality of life (healthcare); Physical activity; Social support","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001339728,0.0001914669,0.0002893642,0.00003853553,0.0004655714,0.000111739,0.0001397948,0.0001135313,0.04410575],"category_scores_gemma":[0.00001520776,0.00009074312,0.00004228429,0.0001991323,0.00003340437,0.00006912978,0.0002486574,0.0003532164,0.000007532606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825863,"about_ca_system_score_gemma":0.00003173689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657685,"about_ca_topic_score_gemma":0.00248388,"domain_scores_codex":[0.9985844,0.0001422208,0.0001236384,0.0004143687,0.0004292149,0.0003061562],"domain_scores_gemma":[0.9996081,0.00004003784,0.0001996207,0.0000361404,0.00001258212,0.0001035347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001427298,0.0001551239,0.9372868,0.00003633079,0.00004323537,0.00000118657,0.0009509023,6.598275e-8,0.000007012838,8.278126e-7,0.05598368,0.005520547],"study_design_scores_gemma":[0.0002079464,0.0002374239,0.9589179,0.0000329597,0.000004771435,0.000001091516,0.0002164394,9.341412e-7,0.000002279369,0.000003238951,0.0401855,0.0001894941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7629024,0.00009178356,2.26135e-9,0.0004690727,0.00002355409,0.0005031005,0.2340837,0.00004682958,0.001879519],"genre_scores_gemma":[0.9472034,0.000001885985,0.000001146971,0.00007433665,0.0004316362,0.0002695972,0.04900132,0.00001114367,0.003005516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850824,"threshold_uncertainty_score":0.956768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504107085891865,"score_gpt":0.2727470715641724,"score_spread":0.2277060007052537,"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."}}