{"id":"W4400984135","doi":"10.1080/26895269.2024.2382782","title":"Exploring the practice principles and beliefs of trans-care providers working with trans and detrans youth: A survey-based analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cis–trans isomerism; Psychology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001677146,0.0001778376,0.0003624118,0.0006516829,0.0001340281,0.0001261829,0.0002819376,0.00005689702,0.00002361242],"category_scores_gemma":[0.00003408056,0.0001248692,0.0001816437,0.0005115205,0.0001492444,0.0003820239,0.000004850154,0.0004981418,4.151825e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007998,"about_ca_system_score_gemma":0.0006283229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394596,"about_ca_topic_score_gemma":0.009997861,"domain_scores_codex":[0.9974844,0.0005717962,0.0007808409,0.0002593696,0.0006274667,0.0002761333],"domain_scores_gemma":[0.9982535,0.0007766939,0.0002934102,0.0001460989,0.0003462767,0.0001840838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003878898,0.0005737809,0.2904069,0.00338735,0.01150746,0.0002429258,0.5512385,0.003358918,0.00005548352,0.003268086,0.0000955134,0.1319862],"study_design_scores_gemma":[0.003706995,0.001302012,0.9520961,0.0007892221,0.00263479,0.0004248614,0.03096654,0.0003484543,0.00004221276,0.000100965,0.007192282,0.0003955681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446599,0.02361859,0.07891802,0.04951829,0.001451774,0.000506819,0.0004658916,0.00003785666,0.0008228651],"genre_scores_gemma":[0.9942752,0.004104876,0.0007244516,0.0005951578,0.0002208409,0.000007910038,0.00002021507,0.00002722259,0.00002418386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6616892,"threshold_uncertainty_score":0.9666759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.270050142086429,"score_gpt":0.4154852756703512,"score_spread":0.1454351335839221,"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."}}