{"id":"W2806592519","doi":"10.1177/2158244018777780","title":"Communicating While Transgender: Apprehension, Loneliness, and Willingness to Communicate in a Canadian Sample","year":2018,"lang":"en","type":"article","venue":"SAGE Open","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Royal Roads University","keywords":"Loneliness; Communication apprehension; Psychology; Interpersonal communication; Willingness to communicate; Transgender; Social psychology; Apprehension; Embarrassment; Stressor; Population; Applied psychology; Clinical psychology; Anxiety; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001959632,0.0006275346,0.0006223654,0.002445666,0.01586101,0.003176608,0.00140402,0.0007302709,0.002789055],"category_scores_gemma":[0.003834887,0.000507505,0.0005379379,0.002878026,0.001950009,0.0009496793,0.002099895,0.001553447,0.0003302692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0240426,"about_ca_system_score_gemma":0.03545635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796475,"about_ca_topic_score_gemma":0.9892159,"domain_scores_codex":[0.9983543,0.0002077408,0.00006674591,0.0001855709,0.0006017453,0.0005839301],"domain_scores_gemma":[0.9979948,0.0001986078,0.0002716201,0.000058864,0.0009167756,0.0005593511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002086301,0.0004979829,0.387159,0.0002114343,0.00005065976,0.001283681,0.5779704,0.00005848535,0.001406063,0.0008226962,0.002252803,0.02807824],"study_design_scores_gemma":[0.00001665623,0.0002356638,0.3690834,0.0001937697,0.0000468102,0.000612783,0.622833,0.0001771449,0.0003344271,0.0001631655,0.0061973,0.0001058785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975689,0.000192118,0.00006198105,0.0001815036,0.000009915841,0.00006872798,0.0001936846,0.000002688213,0.001720537],"genre_scores_gemma":[0.996635,0.0007363162,0.0003204438,0.0003222504,0.00001065766,0.00008110957,0.0002215078,0.000006330693,0.001666286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240426,"threshold_uncertainty_score":0.1744421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173010438271365,"score_gpt":0.4157161980438501,"score_spread":0.2984151542167136,"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."}}