{"id":"W3118925384","doi":"10.1186/s12888-021-03043-2","title":"Suicidality among gender minorities in Karnataka, South India","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Suicidal ideation; Psychology; Affect (linguistics); Snowball sampling; Demography; Suicide prevention; Medicine; Poison control; Psychiatry; Gerontology; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002484631,0.000191409,0.0001712744,0.0008693028,0.001070901,0.0007010291,0.0003407586,0.0002140848,0.001818375],"category_scores_gemma":[0.0005189956,0.0001583622,0.0003052965,0.0006951907,0.0005099557,0.0002673763,0.0007975005,0.0004477915,0.000195604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512412,"about_ca_system_score_gemma":0.001252383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02868938,"about_ca_topic_score_gemma":0.04984499,"domain_scores_codex":[0.9997848,0.00005369415,0.00002184296,0.00002820124,0.00004831158,0.00006329342],"domain_scores_gemma":[0.9996694,0.00003453295,0.0001512842,0.00001496436,0.00004045467,0.00008951163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006138699,0.0000829237,0.9797993,0.00008339582,0.00003778002,0.001280887,0.009130386,0.00003529265,0.0008325732,0.0002552374,0.0004243432,0.007976552],"study_design_scores_gemma":[0.000004578801,0.0001309452,0.9671277,0.0001152695,0.00003945624,0.002236117,0.0289272,0.00008793863,0.0001454433,0.000134723,0.001038804,0.00001179964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985334,0.0002364652,0.0000303181,0.0002223023,0.00000880739,0.00001441425,0.00008879156,0.000002805312,0.0008626804],"genre_scores_gemma":[0.9992791,0.0002969481,0.00004563859,0.00007826513,0.000005127534,0.000007917693,0.00006237027,7.706004e-7,0.0002238608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02868938,"threshold_uncertainty_score":0.0570448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089249791524293,"score_gpt":0.3500829282880626,"score_spread":0.2991904303728197,"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."}}