{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461363,0.00004401883,0.0002527139,0.00008051647,0.00007376778,0.000005928553,0.00001395021,0.00002392725,0.000002323123],"category_scores_gemma":[0.00004962172,0.0000324677,0.0000270414,0.00008044526,0.00002340842,0.0001011613,0.00000749089,0.00020555,3.348226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004837498,"about_ca_system_score_gemma":0.001877938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000611561,"about_ca_topic_score_gemma":0.000002477818,"domain_scores_codex":[0.9996166,0.00001233472,0.0001284691,0.00006727361,0.00009088238,0.00008446632],"domain_scores_gemma":[0.9993792,0.0000338909,0.0001514514,0.00005208638,0.00008404692,0.0002992945],"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":[0.0006761873,0.003313429,0.256041,0.0008588423,0.00001882583,0.000002331592,0.0008950356,1.889358e-7,0.0006125734,0.001634109,0.00609753,0.7298499],"study_design_scores_gemma":[0.0005069039,0.0004643411,0.9839976,0.0003706694,0.00002261112,0.00006913992,0.0003669929,0.00004881918,0.0003481294,0.001357006,0.01241558,0.00003213132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985647,0.0007565469,0.00005886018,0.01248751,0.0002184556,0.00009207211,3.502143e-7,0.000002974564,0.0007362767],"genre_scores_gemma":[0.9966121,0.0006393522,0.0001563844,0.001961863,0.0003509834,0.000001272558,8.240923e-7,0.000002004728,0.0002752527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7298177,"threshold_uncertainty_score":0.3331381,"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."}}