{"id":"W3003862101","doi":"10.1177/0004867419899165","title":"Mental health during and after protests, riots and revolutions: A systematic review","year":2020,"lang":"en","type":"review","venue":"Australian & New Zealand Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Research Grants Council, University Grants Committee","keywords":"Mental health; CINAHL; PsycINFO; Suicide prevention; Psychology; Poison control; Psychiatry; Medicine; Psychological intervention; MEDLINE; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005963166,0.0009918965,0.005360481,0.00860625,0.000766111,0.002420518,0.001453184,0.0019304,0.003684811],"category_scores_gemma":[0.03457824,0.000945557,0.005733617,0.008646078,0.0009473283,0.002142781,0.001658752,0.00128279,0.0001970224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003179212,"about_ca_system_score_gemma":0.01403972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547612,"about_ca_topic_score_gemma":0.05400114,"domain_scores_codex":[0.9940512,0.002109406,0.002081092,0.0005089387,0.0009571194,0.0002922826],"domain_scores_gemma":[0.9752986,0.01724084,0.005229378,0.0003145967,0.001511676,0.0004048808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001865498,0.00001820409,0.002228334,0.9573008,0.00643807,0.0001605634,0.0005823777,0.000057724,0.00006647623,0.0001280819,0.001860655,0.03097205],"study_design_scores_gemma":[0.0001599444,0.0001682456,0.01309999,0.9404821,0.03265713,0.0004616797,0.0009705049,0.00003882516,0.00007507399,0.0001665168,0.01168362,0.00003632377],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002487597,0.996103,0.00005319757,0.0002909683,0.0001034694,0.0002146776,0.0004757686,0.000004913611,0.000266312],"genre_scores_gemma":[0.0274319,0.9705942,0.0002905991,0.0005609993,0.0001145694,0.0005331518,0.0003509969,0.000004085048,0.00011946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01547612,"threshold_uncertainty_score":0.03153658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791237640583576,"score_gpt":0.4075506214736487,"score_spread":0.3596382450678129,"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."}}