{"id":"W7061197155","doi":"","title":"Pre-Surgical Mental Health Readiness Assessments for Gender Affirming Surgeries: A Survey of Canadian Practices","year":2020,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Referral; Transgender; Mental health care; Health care; MEDLINE; Informed consent; Preference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117136,0.0001541622,0.0004025796,0.0002699235,0.0000875812,0.00001387868,0.0002070018,0.0001370302,0.0001050729],"category_scores_gemma":[0.0000176096,0.0002053191,0.0000579487,0.0002631893,0.00005713989,0.00009248035,0.00003677127,0.00008411471,0.000005955104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199933,"about_ca_system_score_gemma":0.0001917075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6038414,"about_ca_topic_score_gemma":0.9594709,"domain_scores_codex":[0.9992995,0.00005838616,0.0001119417,0.0002031502,0.0001220132,0.0002049969],"domain_scores_gemma":[0.9992808,0.00007729064,0.0002744812,0.0001841277,0.00003892796,0.0001444291],"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":[0.00008815604,0.00007930495,0.007917914,0.00265503,0.0006611754,0.00001451684,0.0009998551,0.0001778037,0.0008536995,0.0003063173,0.9852396,0.00100668],"study_design_scores_gemma":[0.0004573589,0.00005078749,0.01621549,0.0001783484,0.00005464665,0.000004809457,0.007119059,0.0006181312,0.0001133182,0.000003493041,0.9748684,0.0003161857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588726,0.003505965,0.01385915,0.008764618,0.005627802,0.00874256,0.03325269,0.001869388,0.2655053],"genre_scores_gemma":[0.9475089,0.004013521,0.02489581,0.00006349437,0.00048614,0.00001581095,0.003982835,0.001009708,0.01802376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3556295,"threshold_uncertainty_score":0.8372671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08210123645765356,"score_gpt":0.2849794247315207,"score_spread":0.2028781882738672,"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."}}