{"id":"W4387413018","doi":"10.2196/48926","title":"A Digital Single-Session Intervention (Project Engage) to Address Fear of Negative Evaluation Among College Students: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Washington University in St. Louis; National Institutes of Health; National Science Foundation","keywords":"Session (web analytics); Randomized controlled trial; Psychoeducation; Medical education; Psychology; Class (philosophy); Intervention (counseling); Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003995715,0.001982951,0.002665067,0.001050921,0.001273221,0.001384548,0.001827237,0.00332648,0.01092303],"category_scores_gemma":[0.006153788,0.001066616,0.001760453,0.0007919031,0.002357081,0.001551285,0.001115019,0.002886846,0.0008969072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211934,"about_ca_system_score_gemma":0.002919558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600676,"about_ca_topic_score_gemma":0.004065368,"domain_scores_codex":[0.9971163,0.001502497,0.0002678678,0.0005285938,0.0002578756,0.0003268071],"domain_scores_gemma":[0.9962483,0.001721488,0.0005923476,0.0003109342,0.0003149561,0.0008119265],"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":[0.8562574,0.1037991,0.000781662,0.002127761,0.001110809,0.00006167236,0.0002963184,0.0003573609,0.001491734,0.0002046079,0.0007884868,0.03272327],"study_design_scores_gemma":[0.8652617,0.1323989,0.0009916758,0.00006621245,0.0002327102,0.000009892528,0.00008162147,0.0002818887,0.0002402058,0.00009234566,0.0003306316,0.000012261],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905478,0.001841545,0.002662281,0.0007018039,0.001092515,0.09939382,0.001059059,0.0004152166,0.002285999],"genre_scores_gemma":[0.8260992,0.001543825,0.01081227,0.000975591,0.0005447342,0.1571902,0.0003749116,0.00003294759,0.00242637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092303,"threshold_uncertainty_score":0.03654116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098565350533597,"score_gpt":0.5177804538492532,"score_spread":0.4079239187958935,"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."}}