{"id":"W4407292891","doi":"10.12775/jehs.2025.78.57749","title":"Physical activity and depression","year":2025,"lang":"en","type":"article","venue":"Journal of Education Health and Sport","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Depression (economics); Medicine; Psychology; Economics","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":[0.0001954323,0.0002082867,0.0003173699,0.0006038144,0.0003509434,0.0009170382,0.0002167211,0.0006712513,0.004306469],"category_scores_gemma":[0.0007668699,0.00007484544,0.0002648323,0.0007012286,0.0003030722,0.0002850719,0.00061286,0.0007287231,0.000479379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390129,"about_ca_system_score_gemma":0.0002690784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941695,"about_ca_topic_score_gemma":0.002597737,"domain_scores_codex":[0.9997613,0.00008358751,0.00002181444,0.00003392923,0.00006133008,0.00003797188],"domain_scores_gemma":[0.9997413,0.0000889529,0.00009003854,0.000007069616,0.00002387778,0.00004889231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003301056,0.001096157,0.300048,0.004104522,0.0004978398,0.001442606,0.001273119,0.0004114039,0.001753087,0.01837488,0.01529919,0.6553691],"study_design_scores_gemma":[0.000022625,0.000617613,0.8859205,0.002202669,0.0002036508,0.005048496,0.0008258556,0.0002760915,0.000192149,0.007979233,0.09668152,0.00002958004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1345238,0.7882149,0.0008079304,0.01391929,0.001195486,0.00006718505,0.0004556013,0.00002992396,0.06078597],"genre_scores_gemma":[0.5995332,0.3878638,0.0008940785,0.00217813,0.001445224,0.00005316495,0.000355636,0.00000538756,0.007671436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004306469,"threshold_uncertainty_score":0.01440656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106364139088249,"score_gpt":0.4232802370558117,"score_spread":0.3922165956649293,"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."}}