{"id":"W4391825186","doi":"10.1016/j.heliyon.2024.e26074","title":"Risk and protective factors for self-harm thoughts and behaviours in transgender and gender diverse people: A systematic review","year":2024,"lang":"en","type":"review","venue":"Heliyon","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Arts and Humanities Research Council; UK Research and Innovation; Mental Health Research UK","keywords":"Transgender; Harm; Transgender women; Psychology; Clinical psychology; Psychotherapist; Medicine; Social psychology; Psychoanalysis; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008177668,0.0005826856,0.002417751,0.0003686432,0.0001617787,0.00008236754,0.0001394459,0.0004938776,0.00002608877],"category_scores_gemma":[0.0001044913,0.0004173109,0.0002753198,0.0003357571,0.00005620359,0.00009030125,0.00006357012,0.000673741,0.00003160148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286383,"about_ca_system_score_gemma":0.0001325487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007122646,"about_ca_topic_score_gemma":0.001200453,"domain_scores_codex":[0.9967953,0.0009242054,0.0008388727,0.0008142596,0.0001745001,0.0004528357],"domain_scores_gemma":[0.9986249,0.0003746088,0.0003739924,0.0003734368,0.00004798262,0.0002050287],"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":[0.000004616448,0.00005478583,0.0003601506,0.9862739,0.0002532041,0.00001853472,0.005666322,1.487335e-9,6.099769e-9,0.0001557383,0.0002783213,0.006934392],"study_design_scores_gemma":[0.001852608,0.000532387,0.006305642,0.8391638,0.08228185,0.0009154434,0.001289671,0.000002176175,6.264472e-8,0.0007388553,0.06472763,0.00218982],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005910845,0.9863411,0.00002265921,0.00003309302,0.0004723965,0.01159121,0.0007293642,0.00007373534,0.0001454182],"genre_scores_gemma":[0.00005825766,0.9970419,0.00003094054,0.00005976408,0.0001710963,0.002005137,0.00004237536,0.00009067918,0.0004998309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1471101,"threshold_uncertainty_score":0.9998279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104315412539715,"score_gpt":0.4305676983922463,"score_spread":0.3201361571382748,"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."}}