{"id":"W2911464960","doi":"10.1016/j.abrep.2019.100166","title":"Dealing with gender-related and general stress: Substance use among Brazilian transgender youth","year":2019,"lang":"en","type":"article","venue":"Addictive Behaviors Reports","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Transgender; Substance use; Public health; Psychology; Young adult; Medicine; Clinical psychology; Gerontology; Environmental health; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000226529,0.0003411429,0.0003830856,0.0001933109,0.0002085372,0.00007828182,0.0001043544,0.0002964866,0.0008910241],"category_scores_gemma":[0.000008580852,0.0003144844,0.00009866918,0.0002406184,0.0002281031,0.0004427153,0.00002059296,0.0004435458,0.00003694022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008312166,"about_ca_system_score_gemma":0.00008041763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138986,"about_ca_topic_score_gemma":0.002761659,"domain_scores_codex":[0.9974014,0.0001350356,0.0006180349,0.0008646772,0.0003571734,0.0006237401],"domain_scores_gemma":[0.9983791,0.00004250039,0.0003978554,0.0007120186,0.0001470254,0.0003215714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006532401,0.0001364401,0.9874764,0.00003748995,0.0001156928,0.0008212685,0.01010124,0.00002571237,0.00009722097,0.0003742205,0.000139913,0.0006090701],"study_design_scores_gemma":[0.0007701091,0.0001510583,0.9965397,0.00003360452,0.0003557736,0.0003586809,0.001143927,0.000005851518,0.00006098772,0.0001009072,0.00009843646,0.0003810076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874535,0.0004494159,0.00005804578,0.00002752246,0.0007926433,0.0007746125,0.0001611782,0.0001444266,0.01013872],"genre_scores_gemma":[0.9915281,0.00006541068,0.0001047586,0.00007742483,0.00008749988,0.00004044984,0.0001469516,0.00008450494,0.007864898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113695,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314604287827062,"score_gpt":0.306775705781122,"score_spread":0.2736296629028513,"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."}}