{"id":"W4399380589","doi":"10.31219/osf.io/xzk23","title":"Examining the Relation Between Negative Healthcare Experiences and Suicide Ideation in Transgender and Non-binary Adults","year":2024,"lang":"en","type":"preprint","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; Toronto Metropolitan University","funders":"","keywords":"Transgender; Suicidal ideation; Suicide ideation; Transgender Person; Psychology; Health care; Transgender women; Relation (database); Clinical psychology; Medicine; Suicide prevention; Poison control; Political science; Family medicine; Medical emergency; Psychoanalysis; Computer science; Data mining","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":[0.001341471,0.0001887631,0.0002689353,0.000588992,0.0005035059,0.0005814786,0.0003097827,0.0003395595,0.00162259],"category_scores_gemma":[0.004094728,0.0002681515,0.00055948,0.0004317175,0.0002736901,0.0005192272,0.0008293588,0.0005815687,0.0001821214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752495,"about_ca_system_score_gemma":0.0003928583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447124,"about_ca_topic_score_gemma":0.01298445,"domain_scores_codex":[0.999525,0.0002118718,0.00006839915,0.00005972392,0.00006947621,0.0000655957],"domain_scores_gemma":[0.9978531,0.0004731716,0.001133372,0.0001103863,0.0001781374,0.0002517844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009765349,0.00008509361,0.9953825,0.00004709774,0.00004243252,0.00002968695,0.001452839,0.000009060765,0.0001113734,0.000013592,0.00003609315,0.002692598],"study_design_scores_gemma":[0.000005810589,0.0003011966,0.9962587,0.00003459414,0.00003187503,0.00008306146,0.003066286,0.0000513685,0.00005125087,0.00002505868,0.00008722607,0.000003700254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996357,0.0001266664,0.00003085536,0.00002624496,0.000003038573,0.0000127087,0.00005095637,5.245781e-7,0.0001133448],"genre_scores_gemma":[0.9994024,0.0001512089,0.0001332783,0.00003625364,0.000006231342,0.00003333751,0.0001091077,5.50303e-7,0.0001277613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00447124,"threshold_uncertainty_score":0.00889045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105360222053194,"score_gpt":0.4074274076800243,"score_spread":0.3020671856268303,"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."}}