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Lundbeck A/S; Medical Research Council; Tartu Ülikool; Háskóli Íslands; Medizinische Fakultät der Albert-Ludwigs-Universität Freiburg; Region Hovedstaden; Rheinische Friedrich-Wilhelms-Universität Bonn; Università degli Studi di Trento; Newcastle University; Universitair Medisch Centrum Groningen; Leids Universitair Medisch Centrum; Rigshospitalet; Aarhus Universitetshospital; Universidad de Granada; Queensland Brain Institute; University of Queensland; Karolinska Institutet; Statens Serum Institut; GGZ inGeest; Rijksuniversiteit Groningen; University of Glasgow; Universiteit Leiden; Trinity College Dublin; University of Toronto; Vrije Universiteit Amsterdam; University of Oxford; Aarhus Universitet; Massachusetts Institute of Technology; Universität Basel; QIMR Berghofer Medical Research Institute; National Cancer Institute; Lundbeckfonden; University College London; Albert-Ludwigs-Universität Freiburg; King's College London; Virginia Commonwealth University; Broad Institute; F. Hoffmann-La Roche; Cardiff University; James Cook University; University of Southern California; Wellcome Trust; Dalhousie University; Universitätsmedizin Göttingen; Queensland University of Technology; Brigham and Women's Hospital; Kaiser Permanente; Westfälische Wilhelms-Universität Münster; Emory University; Gentofte Hospital; National Institute for Health and Care Research; Massachusetts General Hospital; Pfizer; McDonnell Center for Systems Neuroscience; University of California, San Diego; Johns Hopkins University; Amgen","keywords":"Depression (economics); Physical activity; Psychology; Clinical psychology; Medicine; Psychiatry; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01370431,0.0005583448,0.0005572469,0.001078789,0.0003514798,0.0006635582,0.000613886,0.000582471,0.001701664],"category_scores_gemma":[0.03988269,0.0004736265,0.002403155,0.00129724,0.0004893123,0.0004283971,0.001086489,0.0005300857,0.000185441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368784,"about_ca_system_score_gemma":0.0006645661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549532,"about_ca_topic_score_gemma":0.002973401,"domain_scores_codex":[0.986661,0.009894764,0.0009657568,0.001493484,0.0008201354,0.0001647811],"domain_scores_gemma":[0.9888983,0.005885694,0.002533027,0.001818896,0.0007026735,0.0001613129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001761057,0.0001007267,0.95812,0.0004338231,0.006613454,0.00008841728,0.0002373498,0.0008610603,0.001249316,0.0005544625,0.000406406,0.02957402],"study_design_scores_gemma":[0.0008266013,0.001688577,0.9804781,0.0001899418,0.005338303,0.0003629116,0.0001498237,0.005344072,0.0009321329,0.002927772,0.00172177,0.00003988564],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9603544,0.00461151,0.0295677,0.0007152074,0.00008499606,0.0007388347,0.002254742,0.0001194397,0.001553191],"genre_scores_gemma":[0.9869033,0.0003778279,0.011425,0.0001147242,0.00002106874,0.0004196415,0.0005631907,0.000008916601,0.0001662992],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01370431,"threshold_uncertainty_score":0.07247621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806767754615274,"score_gpt":0.3581258425093699,"score_spread":0.3200581649632171,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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