{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770064,0.0002040366,0.0002540796,0.001382495,0.003292325,0.001310339,0.001035223,0.0004929867,0.002900605],"category_scores_gemma":[0.006108837,0.0003872032,0.0002732096,0.003038547,0.001073553,0.0004851688,0.001125391,0.0007799374,0.0002947831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01833558,"about_ca_system_score_gemma":0.03664372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966267,"about_ca_topic_score_gemma":0.9861145,"domain_scores_codex":[0.9980556,0.0002135513,0.0001576389,0.0001703985,0.001004346,0.0003985827],"domain_scores_gemma":[0.992735,0.0009907359,0.001621958,0.0001328611,0.002539583,0.001979799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008295959,0.0001260895,0.9079168,0.0005108329,0.00002758183,0.0006223512,0.03256107,0.00009957107,0.00083967,0.0003152188,0.005719459,0.05117854],"study_design_scores_gemma":[0.00001004836,0.0001606754,0.9176884,0.0005800598,0.00002197144,0.0007696239,0.07129522,0.0003133288,0.0001833089,0.00006322156,0.008866194,0.0000479624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883943,0.00221076,0.0002077313,0.002409637,0.00002507577,0.0001689055,0.001005444,0.00002195768,0.00555616],"genre_scores_gemma":[0.9938459,0.003086628,0.0007747334,0.0008190208,0.000006648846,0.00004864731,0.0002414797,0.000008753706,0.001168272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03373295,"threshold_uncertainty_score":0.1330346,"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."}}