{"id":"W4408700962","doi":"10.1080/26895269.2025.2478105","title":"“I was lucky”: exploring the healthcare experiences of trans and non-binary youth in Alberta","year":2025,"lang":"en","type":"article","venue":"International Journal of Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Canada Research Chairs","keywords":"Health care; Binary number; Political science; Mathematics; Arithmetic; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672275,0.0001279672,0.0003187559,0.0004560431,0.00009996718,0.00002349713,0.0004963271,0.00006242502,0.00005604613],"category_scores_gemma":[0.00002290983,0.00009808942,0.0001166312,0.0002188053,0.0001156611,0.0001984458,0.00001644011,0.0004081288,0.000001481105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252323,"about_ca_system_score_gemma":0.0005819998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229648,"about_ca_topic_score_gemma":0.005727723,"domain_scores_codex":[0.9979515,0.0002658707,0.0009593812,0.0001730622,0.0003623013,0.000287858],"domain_scores_gemma":[0.9990427,0.0002177939,0.0002978192,0.0001498651,0.0001635763,0.0001281733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008303857,0.0004840156,0.1290079,0.0008580738,0.0002963807,0.00003915142,0.8275881,0.00005887943,0.00003411248,0.008145425,0.001259018,0.03139856],"study_design_scores_gemma":[0.005022896,0.0009163622,0.7330108,0.0007383651,0.00007923765,0.0001427252,0.2545463,0.00005195114,0.0000923035,0.003233315,0.001894745,0.0002710339],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268672,0.003212345,0.0004883044,0.06437559,0.003382099,0.0001813293,0.00001889247,0.000003922473,0.001470292],"genre_scores_gemma":[0.9940413,0.00352579,0.00005839848,0.001845458,0.0002501651,0.00001592045,0.000002930804,0.0000101393,0.0002499194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6040029,"threshold_uncertainty_score":0.9842141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09496823521971437,"score_gpt":0.4121808071845907,"score_spread":0.3172125719648763,"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."}}