{"id":"W4388521712","doi":"10.29245/2578-2959/2023/3.1282","title":"Social Anxiety in University Students: Towards an Intentional Life-Skills Based Prevention Model","year":2023,"lang":"en","type":"article","venue":"JOURNAL OF MENTAL HEALTH AND CLINICAL PSYCHOLOGY","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Mental health; Anxiety; Psychology; Feeling; Psychological intervention; Clinical psychology; Social anxiety; Social psychology; Psychiatry","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":[0.001549441,0.000529487,0.0002452652,0.001423923,0.001902262,0.00326184,0.001388267,0.001406416,0.003704454],"category_scores_gemma":[0.002042816,0.0002943947,0.0007123417,0.0004078203,0.003151114,0.001921045,0.002285592,0.001768758,0.0004148463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225431,"about_ca_system_score_gemma":0.005318226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013785,"about_ca_topic_score_gemma":0.01050181,"domain_scores_codex":[0.9991214,0.0005502409,0.0000207247,0.0000683847,0.00009802562,0.000141207],"domain_scores_gemma":[0.998816,0.0004763321,0.0001565073,0.00005373505,0.0001214094,0.0003759843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002406813,0.009875976,0.2341675,0.0003808248,0.0001821259,0.001390426,0.04270655,0.00708319,0.0009137813,0.5521866,0.008125849,0.1427465],"study_design_scores_gemma":[0.0005720828,0.00336611,0.2104281,0.001762467,0.0005977903,0.002497316,0.08108971,0.154276,0.001548611,0.4756289,0.068005,0.0002280662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294622,0.001601038,0.06652463,0.05980676,0.0004708616,0.001362555,0.0001541094,0.0002390801,0.2403787],"genre_scores_gemma":[0.9888718,0.0004865674,0.007297802,0.0006738597,0.00004371684,0.0002745833,0.00002846079,0.000005080422,0.002318146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013785,"threshold_uncertainty_score":0.02340227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621114919221998,"score_gpt":0.545033817877638,"score_spread":0.3829223259554383,"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."}}