{"id":"W4224565039","doi":"10.1016/j.jad.2022.04.079","title":"Physical exercise, depression, and anxiety in 2190 affective disorder subjects","year":2022,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Anxiety; Depression (economics); Psychology; Mood; Population; Psychiatry; Medicine; Clinical psychology","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":[0.0001614419,0.000214316,0.0002793014,0.0005803561,0.0005087577,0.0005201552,0.0001592142,0.0005319149,0.001469687],"category_scores_gemma":[0.0006511931,0.0002954237,0.0002675351,0.0006196423,0.0001869493,0.0003006949,0.0002878697,0.0004513362,0.0002803208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341682,"about_ca_system_score_gemma":0.0001544548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268021,"about_ca_topic_score_gemma":0.02024676,"domain_scores_codex":[0.9998707,0.00003141064,0.00001354081,0.00002463508,0.00002308531,0.0000366119],"domain_scores_gemma":[0.9997678,0.00003611972,0.00005941764,0.000009122328,0.00002013566,0.0001073651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004147804,0.0002296881,0.9973673,0.000008920858,0.00005096789,0.0001283464,0.0001469562,0.00002038417,0.000500287,0.000009685135,0.00006348302,0.001059168],"study_design_scores_gemma":[0.000007274267,0.0001036447,0.9996108,0.000001171525,0.00001034654,0.0000511701,0.0001248351,0.00002504428,0.00001178091,0.000004118008,0.00004840897,0.000001291648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992391,0.0001485874,0.00001513722,0.00001828897,0.000005876999,0.000007238144,0.0001434102,0.000001009752,0.0004213883],"genre_scores_gemma":[0.9990182,0.0001263887,0.0000257701,0.0000341108,0.00001049613,0.000009216177,0.0003215279,8.523314e-7,0.0004534876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268021,"threshold_uncertainty_score":0.02521276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007158903522317449,"score_gpt":0.2840617193902088,"score_spread":0.2769028158678913,"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."}}