{"id":"W3210054079","doi":"10.1089/trgh.2020.0181","title":"Assessment of Knowledge, Comfort, and Skills Working with Transgender Clients of Saskatchewan Family Physicians, Family Medicine Residents, and Nurse Practitioners","year":2021,"lang":"en","type":"article","venue":"Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Transgender; Family medicine; Nurse practitioners; Nursing; Medicine; Health care; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007368007,0.0003119037,0.0008587985,0.0002402474,0.0002203276,0.00001418823,0.0001426769,0.0001648771,0.00007638986],"category_scores_gemma":[0.000006475909,0.0002877749,0.00007636784,0.0005177982,0.0004473668,0.0001380826,0.00001288159,0.0004258411,0.00000211155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009585159,"about_ca_system_score_gemma":0.001062839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0095966,"about_ca_topic_score_gemma":0.005713974,"domain_scores_codex":[0.9967635,0.0006065295,0.0009303853,0.0006197728,0.0004748014,0.0006049541],"domain_scores_gemma":[0.9983612,0.0002088557,0.0004552793,0.0004810166,0.0001707382,0.0003228713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005246036,0.004459466,0.6837808,0.01224357,0.001272384,0.00007174452,0.1958802,0.00002821939,0.003051763,0.01342753,0.009928716,0.07533102],"study_design_scores_gemma":[0.004201694,0.0006521235,0.9605163,0.0004459801,0.0002121325,0.00003402866,0.03201701,0.000008323861,0.00003265278,0.0003927402,0.001242617,0.0002444031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460503,0.0145502,0.00375084,0.003252946,0.0006806229,0.0008163528,0.0001228549,0.00005156067,0.03072434],"genre_scores_gemma":[0.9898269,0.005562826,0.001160499,0.001680386,0.0001742662,0.00002540604,0.00007471792,0.00005434751,0.001440653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2767355,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208389511096427,"score_gpt":0.4069803599075035,"score_spread":0.3448964647965392,"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."}}