{"id":"W4381612499","doi":"10.1089/lgbt.2022.0296","title":"Change in Finances, Peer Access, and Mental Health Among Trans and Nonbinary People During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"LGBT Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Medicine; Mental health; Pandemic; Depression (economics); Health equity; Psychiatry; Coronavirus disease 2019 (COVID-19); Environmental health; Public health; Nursing; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001620563,0.0002036289,0.0003969109,0.0002708792,0.0008944409,0.00006577329,0.0002481641,0.0001260298,0.0001095325],"category_scores_gemma":[0.00003676813,0.0001740334,0.00003808686,0.0006713423,0.0001644572,0.0002506555,0.0001169043,0.0004549508,0.00003229924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330409,"about_ca_system_score_gemma":0.0004110185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2485873,"about_ca_topic_score_gemma":0.2485632,"domain_scores_codex":[0.9973443,0.0004985569,0.0004681337,0.0005018748,0.0002483806,0.0009387484],"domain_scores_gemma":[0.998796,0.00016733,0.0001926991,0.0003221708,0.00001503003,0.0005067412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000545045,0.00005156385,0.9341561,0.001918256,0.000007499289,0.00001185762,0.03634379,0.000001382765,6.689987e-7,0.0003301814,0.02197783,0.005146327],"study_design_scores_gemma":[0.001423979,0.0001640856,0.979995,0.00003196156,0.000003561987,0.0001070428,0.0007444458,0.00005002099,4.344648e-8,0.0003510896,0.01698367,0.0001451718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263834,0.005512645,0.000004808169,0.1657949,0.0005690915,0.001064186,0.0001621616,0.0001298513,0.0003790205],"genre_scores_gemma":[0.9438047,0.03915967,0.000006628305,0.01417417,0.0003596888,0.0001804698,0.00007035884,0.00003504672,0.002209305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516207,"threshold_uncertainty_score":0.7651486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277335647537337,"score_gpt":0.4623200708773699,"score_spread":0.3345865061236362,"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."}}