{"id":"W2946977992","doi":"10.1097/yco.0000000000000526","title":"The evidence for physical activity in the management of major mental illnesses","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Mental health; Anxiety; Medicine; Psychiatry; Population; Depression (economics); Schizophrenia (object-oriented programming); Clinical psychology; Psychology; Environmental health","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":[0.0005157266,0.0002926861,0.0008048259,0.0001395643,0.00007649413,0.00002718117,0.0004399024,0.00007265017,0.000005400137],"category_scores_gemma":[0.00003038831,0.0001406892,0.0005055884,0.0004433575,0.00008530089,0.00005890595,0.0001090387,0.0004504441,0.00002508703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677968,"about_ca_system_score_gemma":0.0005030527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007092471,"about_ca_topic_score_gemma":0.00001327284,"domain_scores_codex":[0.9981727,0.0002168188,0.0003754625,0.0003988664,0.0005065671,0.0003295788],"domain_scores_gemma":[0.9983462,0.0006720079,0.000226944,0.0006751776,0.0000280565,0.00005158976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000961026,0.001255557,0.0002333547,0.07005821,0.0001934077,5.375616e-7,0.00004574759,8.198883e-8,1.586731e-8,0.006568772,0.003976899,0.9167064],"study_design_scores_gemma":[0.003801661,0.0006300697,0.004321428,0.1404991,0.0006847716,0.00001587059,0.0002611821,0.00003212842,6.579973e-7,0.001326952,0.8481582,0.0002678995],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003962913,0.9828968,0.000009043149,0.001237831,0.01018266,0.005163729,0.00006307639,0.000007361319,0.00004318929],"genre_scores_gemma":[0.0005273812,0.9969533,0.0001451587,0.000003408137,0.0005385993,0.001696004,0.00008371941,0.00002276583,0.00002965209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9164385,"threshold_uncertainty_score":0.5737138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2411607997010797,"score_gpt":0.5146852094746946,"score_spread":0.2735244097736149,"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."}}