{"id":"W3198693054","doi":"10.1080/26895269.2021.1939220","title":"Sex work, gender transition, family rejection and depressive symptoms among transgender women in India","year":2021,"lang":"en","type":"article","venue":"International Journal of Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Transgender; Sex work; Sexual orientation; Population; Mental health; Gender dysphoria; Minority stress; Medicine; Psychology; Sexual minority; Clinical psychology; Demography; Gender studies; Psychiatry; Social psychology; Sociology; Family medicine; Environmental health","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":[0.0002905534,0.0001204071,0.0001632031,0.0005835281,0.0009234304,0.0006965402,0.0003100327,0.0001671249,0.001868347],"category_scores_gemma":[0.0007434442,0.000123385,0.0002124433,0.0007774979,0.0004215703,0.0002602234,0.0006116996,0.0005049637,0.0001340299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981271,"about_ca_system_score_gemma":0.0007169545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02655273,"about_ca_topic_score_gemma":0.0458275,"domain_scores_codex":[0.9997898,0.00005263921,0.0000230379,0.00002196931,0.00004942035,0.00006316759],"domain_scores_gemma":[0.9995822,0.00004958503,0.0002057258,0.00001642803,0.00004597277,0.0001000662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002494911,0.00005581692,0.9919064,0.0000739909,0.0000192916,0.0002899423,0.002714238,0.00001806433,0.0001426698,0.00005729774,0.0003528197,0.004344531],"study_design_scores_gemma":[0.00000214993,0.00005024509,0.9883422,0.00007911382,0.00001952062,0.0005762065,0.01039187,0.00002806031,0.00003795883,0.00003285144,0.0004353253,0.000004410978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982438,0.0004900682,0.00001428357,0.0002481203,0.000009370332,0.000007675446,0.000179677,0.000001926162,0.0008049847],"genre_scores_gemma":[0.9990923,0.0005272031,0.00003264876,0.00008215565,0.00000528038,0.000006129545,0.0000894655,5.15519e-7,0.0001643092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02655273,"threshold_uncertainty_score":0.05279636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513309969260862,"score_gpt":0.3535808937062085,"score_spread":0.3184477940135999,"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."}}