{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068783,0.0005445178,0.0009349096,0.001217042,0.0004194168,0.001246909,0.001254485,0.000749103,0.005918487],"category_scores_gemma":[0.01292848,0.0005790645,0.003305901,0.00112957,0.0005049827,0.001025079,0.001548398,0.001404569,0.0002968365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005209887,"about_ca_system_score_gemma":0.00252949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1246029,"about_ca_topic_score_gemma":0.05747115,"domain_scores_codex":[0.9976666,0.001587996,0.00008534893,0.0002993712,0.0001728739,0.0001876843],"domain_scores_gemma":[0.9941434,0.004014716,0.0006815677,0.0002919086,0.0005728755,0.0002954755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009389039,0.0005026991,0.1617759,0.0006279563,0.002561648,0.0004164274,0.0005244577,0.7817432,0.0003549975,0.0179162,0.00545574,0.02718194],"study_design_scores_gemma":[0.0001701131,0.0006464443,0.0911035,0.0001117136,0.0006068634,0.0001142534,0.0002600191,0.8945391,0.000125122,0.008287046,0.003977975,0.0000578551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942944,0.001876253,0.03692055,0.002332864,0.0001020606,0.001026591,0.01025346,0.0001150714,0.00442912],"genre_scores_gemma":[0.9818169,0.0005481145,0.008983754,0.0002033026,0.00002288873,0.0004356093,0.005368132,0.00001554208,0.002605754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246029,"threshold_uncertainty_score":0.2477553,"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."}}