{"id":"W4313346034","doi":"10.2196/41758","title":"Examination of Web-Based Single-Session Growth Mindset Interventions for Reducing Adolescent Anxiety: Study Protocol of a 3-Arm Cluster Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Context (archaeology); Clinical psychology; Intervention (counseling); Mindset; Medicine; Randomized controlled trial; Psychiatry; Psychology","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":[0.0214203,0.005549946,0.01388603,0.002473934,0.002799987,0.003950693,0.003107975,0.005347011,0.04828913],"category_scores_gemma":[0.0193283,0.003049222,0.006871167,0.002938658,0.002784425,0.002945419,0.001777781,0.007103471,0.006990162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004822604,"about_ca_system_score_gemma":0.01268456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004479334,"about_ca_topic_score_gemma":0.006887352,"domain_scores_codex":[0.9881144,0.006118037,0.001568472,0.001431189,0.001391656,0.001376279],"domain_scores_gemma":[0.991839,0.002284634,0.00178689,0.0008875684,0.002007017,0.001194826],"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":[0.9433008,0.01758884,0.0004946316,0.01025608,0.002987413,0.00007170109,0.0002569763,0.001120385,0.0008551838,0.0009078787,0.003191776,0.01896822],"study_design_scores_gemma":[0.9722145,0.01981821,0.0009557993,0.0007500302,0.0009700916,0.00001080377,0.00006270865,0.0009277403,0.000254057,0.0005122249,0.003486591,0.00003722571],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006203464,0.0003632469,0.001194614,0.0001218145,0.0002251991,0.9902862,0.0008659399,0.0001172436,0.0006222837],"genre_scores_gemma":[0.005819804,0.0001859272,0.001974278,0.00009539376,0.00004630717,0.9913851,0.0001129503,0.000007387233,0.0003727893],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04828913,"threshold_uncertainty_score":0.1615432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.243989180335847,"score_gpt":0.5649719502696379,"score_spread":0.3209827699337908,"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."}}