{"id":"W4280607234","doi":"10.21203/rs.3.rs-1588004/v1","title":"Collaborating with transgender youth to train healthcare professionals: randomized controlled trial of a didactic enhanced by brief videos ","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; Yale University","keywords":"Transgender; Randomized controlled trial; Intervention (counseling); Psychology; Perception; Clinical psychology; Physical therapy; Medical education; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003145751,0.001442285,0.002930809,0.00102427,0.001228729,0.001379038,0.001770491,0.003204986,0.01305207],"category_scores_gemma":[0.005979992,0.000953014,0.00170046,0.000705881,0.001619627,0.001273852,0.0009180134,0.002585321,0.0008540493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167397,"about_ca_system_score_gemma":0.002322363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288124,"about_ca_topic_score_gemma":0.00537162,"domain_scores_codex":[0.9967797,0.001718814,0.0003509496,0.0005190065,0.000262687,0.0003688544],"domain_scores_gemma":[0.996487,0.001549772,0.0007092849,0.0001815576,0.0002137983,0.0008585278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8930339,0.0793151,0.0005455777,0.002238869,0.0008192418,0.00005089411,0.000214168,0.0002086399,0.001170803,0.0001608619,0.0004135328,0.02182842],"study_design_scores_gemma":[0.8984028,0.09895761,0.001042635,0.0001346073,0.0004366695,0.000007533597,0.0001071286,0.0002108688,0.0002802128,0.00009078431,0.0003174403,0.0000116954],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554549,0.002213298,0.0008750391,0.0005784431,0.001554691,0.03679815,0.000519445,0.0001359076,0.001869964],"genre_scores_gemma":[0.9185477,0.002049533,0.004538957,0.0007988684,0.001000642,0.06995863,0.0002854869,0.00001473485,0.002805375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305207,"threshold_uncertainty_score":0.04366356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0917055982251495,"score_gpt":0.5032301249723932,"score_spread":0.4115245267472437,"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."}}