{"id":"W4297846214","doi":"10.1016/j.focus.2022.100030","title":"Physical Activity and Depression and Anxiety Disorders in Australia: A Lifetable Analysis","year":2022,"lang":"en","type":"article","venue":"AJPM Focus","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"NSW Ministry of Health","keywords":"Anxiety; Depression (economics); Medicine; Population; Mental health; Counterfactual thinking; Psychiatry; Gerontology; Psychology; Environmental health","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":[0.0001027325,0.00008686295,0.000328717,0.00009377971,0.0001290544,0.000008499844,0.00002922358,0.00002838878,0.00003370768],"category_scores_gemma":[0.00002061635,0.00007696219,0.00005998877,0.0004935128,0.00004709293,0.000109792,0.0001150441,0.0003488103,0.000001420799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004579191,"about_ca_system_score_gemma":0.00002478189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970306,"about_ca_topic_score_gemma":0.001220701,"domain_scores_codex":[0.9992349,0.00007215089,0.00006347479,0.0002682117,0.000168166,0.0001930854],"domain_scores_gemma":[0.9996346,0.00006890607,0.00003426064,0.0001341732,0.000006774847,0.000121248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005530154,0.003062175,0.8699503,0.00009281407,0.0002019942,0.00001297314,0.001482109,0.0001108256,0.008897849,0.0002218727,0.0001654505,0.1152486],"study_design_scores_gemma":[0.001068186,0.0002389432,0.9891905,0.000007848143,0.0002695947,0.000006140301,0.0001246224,0.005228993,0.001103567,0.001643527,0.00100632,0.0001117591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981923,0.00008470155,0.00004480939,0.001118072,0.00001515035,0.0001673013,0.00001201812,0.00001773349,0.0003479084],"genre_scores_gemma":[0.9995976,0.00009279218,0.00003046795,0.00004247237,0.00004488044,0.00003400359,0.000004219921,0.00000599946,0.0001475817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192402,"threshold_uncertainty_score":0.6001941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223508716800009,"score_gpt":0.3229281167974307,"score_spread":0.3006930296294306,"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."}}