{"id":"W2789236452","doi":"10.1016/j.jadohealth.2017.11.094","title":"Challenges and Change: Better Outcomes for Australian Trans and Gender Diverse Young People","year":2018,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Face (sociological concept); Young adult; Health care; Gender disparity; Gerontology; Medicine; Psychology; Political science; Sociology; Gender studies","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":[0.00639202,0.0003580342,0.0009137074,0.0009459276,0.01045812,0.006350468,0.001659675,0.002649528,0.01097234],"category_scores_gemma":[0.01475954,0.0003237765,0.001052256,0.001661278,0.002005232,0.005718284,0.01342906,0.004330496,0.0009917094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005346004,"about_ca_system_score_gemma":0.02912066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1371748,"about_ca_topic_score_gemma":0.2440739,"domain_scores_codex":[0.993999,0.001811154,0.0003179968,0.0003251649,0.0008664125,0.002680165],"domain_scores_gemma":[0.9870757,0.0006025519,0.001571204,0.0003186222,0.001849414,0.008582403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000345939,0.002020193,0.5078932,0.001076825,0.0001419737,0.002868793,0.2335168,0.0002662778,0.0005253571,0.01215375,0.0341538,0.2050371],"study_design_scores_gemma":[0.00004142337,0.0008497452,0.4666831,0.002001081,0.0001338444,0.001035259,0.4774618,0.0003169231,0.0003245343,0.005707102,0.04534822,0.00009695418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884895,0.003398316,0.0004840637,0.07885081,0.001033223,0.0002245899,0.0007691666,0.0000378882,0.02671248],"genre_scores_gemma":[0.9845204,0.002047896,0.0007151156,0.005461399,0.00009460926,0.0001687966,0.0003180987,0.00002293795,0.006650615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371748,"threshold_uncertainty_score":0.2727527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.317367988630929,"score_gpt":0.4733579037824813,"score_spread":0.1559899151515522,"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."}}