{"id":"W4310589072","doi":"10.1192/bjo.2022.615","title":"Suicidal ideation among people with disabilities during the COVID-19 pandemic in Bangladesh: prevalence and associated factors","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Directorate for Biological Sciences; Patuakhali Science and Technology University","keywords":"Suicidal ideation; Snowball sampling; Pandemic; Psychology; Suicide prevention; Logistic regression; Psychiatry; Cross-sectional study; Poison control; Medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004210466,0.0002329827,0.0002623749,0.0007751447,0.0005133748,0.0004413985,0.0002204928,0.0003513942,0.001664714],"category_scores_gemma":[0.0011743,0.0002180472,0.0002625786,0.001128308,0.0003328085,0.0004306324,0.000602634,0.0004671621,0.0002175511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049959,"about_ca_system_score_gemma":0.0005072849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137543,"about_ca_topic_score_gemma":0.02467774,"domain_scores_codex":[0.9997237,0.00006522552,0.00006699816,0.00003163631,0.00004972626,0.00006270751],"domain_scores_gemma":[0.9993868,0.0000568641,0.0002936338,0.0000235245,0.00008377052,0.0001554149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002016136,0.00001595487,0.9966006,0.0000540965,0.00001248871,0.0001939762,0.0008180997,0.00001276017,0.0001066068,0.00002000754,0.0001497999,0.001995569],"study_design_scores_gemma":[0.000002602741,0.00007170764,0.993959,0.00009500081,0.000008089691,0.0005999522,0.004862376,0.00003964365,0.00002230051,0.00003468263,0.0002979544,0.000006841663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977694,0.0005982089,0.00003088873,0.000235702,0.000005144926,0.00003022264,0.0006376485,0.000001928325,0.000690976],"genre_scores_gemma":[0.9988393,0.0006730603,0.00003968457,0.0000389661,0.000003051904,0.00001812202,0.0002722311,4.990084e-7,0.0001150118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137543,"threshold_uncertainty_score":0.04250199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08351893019313536,"score_gpt":0.365447235195213,"score_spread":0.2819283050020777,"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."}}