{"id":"W3207767416","doi":"10.1136/bmjopen-2021-051908","title":"Climate change, climate-related disasters and mental disorder in low- and middle-income countries: a scoping review","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Mental health; PsycINFO; Systematic review; MEDLINE; Climate change; Population; Environmental health; Poison control; Grey literature; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002275896,0.0006701461,0.003484286,0.0002782614,0.0001689118,0.0003965054,0.0008778331,0.0003791325,0.001751895],"category_scores_gemma":[0.0001749729,0.0005789699,0.0001905466,0.0006763428,0.0002458963,0.0003229778,0.002568398,0.0005714248,0.0003258655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082163,"about_ca_system_score_gemma":0.0001844463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647456,"about_ca_topic_score_gemma":0.0006278935,"domain_scores_codex":[0.9943098,0.001355434,0.001736573,0.001130301,0.0004207078,0.001047215],"domain_scores_gemma":[0.9975251,0.0005448023,0.0006462518,0.00102435,0.00004451386,0.0002150071],"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":[0.00004144316,0.0001501099,0.001535653,0.7338165,0.000250777,0.000242614,0.001706924,1.240916e-8,1.864875e-9,0.0008434266,0.00009629108,0.2613162],"study_design_scores_gemma":[0.00139363,0.00007414397,0.0002781758,0.9680589,0.0002492122,0.0002793739,0.0005816494,0.000003583237,9.650899e-9,0.00001069876,0.0284229,0.0006477194],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001256645,0.9567551,2.221763e-7,0.0003748832,0.000300922,0.03641734,0.0003878752,0.00002775291,0.005610256],"genre_scores_gemma":[0.000006463383,0.9834291,0.00003791902,0.0002367337,0.00003223354,0.0155635,0.0003860827,0.0001233091,0.0001846233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2606685,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2573557748368061,"score_gpt":0.5320883095330746,"score_spread":0.2747325346962686,"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."}}