{"id":"W2899428266","doi":"10.1136/bmj.k4493","title":"Trans health needs better inpatient services too","year":2018,"lang":"en","type":"letter","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Gender dysphoria; Dysphoria; Health services; Medicine; Gender identity; Family medicine; Psychiatry; Psychology; Nursing; Social psychology; 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":[0.003660999,0.000546546,0.0008417111,0.0006376955,0.008677757,0.004525393,0.001449458,0.02262808,0.0400366],"category_scores_gemma":[0.01815346,0.0004343567,0.0007971996,0.0006523302,0.004146267,0.01036332,0.006242309,0.0366498,0.009267309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003988802,"about_ca_system_score_gemma":0.008836152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542518,"about_ca_topic_score_gemma":0.03604699,"domain_scores_codex":[0.9955412,0.001245984,0.0004697482,0.0003073107,0.001137963,0.001297844],"domain_scores_gemma":[0.9695887,0.007118573,0.001981704,0.0007066366,0.00459105,0.01601342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004589354,0.000236173,0.005503351,0.0004029862,0.00001919601,0.004912278,0.003092059,0.00005192451,0.0009261089,0.006718718,0.9454197,0.03267145],"study_design_scores_gemma":[0.0000564254,0.0002379643,0.006986257,0.001671874,0.00002081154,0.01146092,0.02143016,0.0001797759,0.0002903485,0.01569239,0.9418582,0.0001148085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001222912,0.0007520028,0.00008407788,0.9879718,0.00435639,0.000008273486,0.00001922303,0.00001893011,0.005566364],"genre_scores_gemma":[0.01422399,0.001778369,0.0004304539,0.9683354,0.008112095,0.00003694028,0.00003048984,0.00003552502,0.007016755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0400366,"threshold_uncertainty_score":0.1339357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195138286217227,"score_gpt":0.4497204458057429,"score_spread":0.3302066171840202,"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."}}