{"id":"W2803008851","doi":"10.1176/appi.ajp.2018.17111194","title":"Physical Activity and Incident Depression: A Meta-Analysis of Prospective Cohort Studies","year":2018,"lang":"en","type":"review","venue":"American Journal of Psychiatry","topic":"Physical Activity and Health","field":"Medicine","cited_by":1696,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust","keywords":"Odds ratio; Prospective cohort study; Depression (economics); Medicine; Hazard ratio; Odds; Confidence interval; Meta-analysis; Cohort study; Incidence (geometry); Demography; Internal medicine; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02354466,0.003012038,0.01365224,0.007251417,0.000800725,0.00410526,0.002098015,0.0019751,0.001871289],"category_scores_gemma":[0.04091751,0.002043153,0.05979244,0.008266053,0.0006045812,0.001417645,0.001742523,0.002115418,0.000193349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307012,"about_ca_system_score_gemma":0.002883922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007769857,"about_ca_topic_score_gemma":0.01207567,"domain_scores_codex":[0.9859509,0.007329801,0.003564701,0.001577751,0.001206205,0.000370574],"domain_scores_gemma":[0.9746942,0.0173808,0.004266314,0.001623327,0.001673247,0.0003619791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001792285,0.00002794127,0.01236037,0.0348344,0.9456425,0.00007825607,0.00004479183,0.0004594417,0.0001054415,0.00004604615,0.0001929526,0.004415701],"study_design_scores_gemma":[0.0004155165,0.0001571591,0.007061824,0.004518781,0.9870387,0.00006839181,0.00002567275,0.0001895892,0.0000548408,0.00008514421,0.0003705781,0.00001395434],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02334749,0.9731401,0.001626618,0.0002689935,0.0002676955,0.0003622546,0.0007013901,0.00004630668,0.0002390473],"genre_scores_gemma":[0.4678626,0.522048,0.005409432,0.0008189167,0.0003453141,0.001410126,0.001708176,0.00005471725,0.0003427112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02354466,"threshold_uncertainty_score":0.1245175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108630617679011,"score_gpt":0.4585915553311652,"score_spread":0.3477284935632641,"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."}}