{"id":"W2890158490","doi":"10.1371/journal.pone.0200997","title":"Can we learn to manage stress? A randomized controlled trial carried out on university students","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Perceived Stress Scale; Stress management; Medicine; Randomized controlled trial; Clinical psychology; Psychopathology; Intervention (counseling); The Internet; Mental health; Physical therapy; Psychology; Stress (linguistics); Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00493372,0.001436855,0.003982554,0.001273314,0.00138075,0.001239928,0.001333721,0.004213627,0.01145652],"category_scores_gemma":[0.00664356,0.001004786,0.002514996,0.0008906743,0.002164215,0.00160069,0.000849692,0.003071172,0.0009740716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009172554,"about_ca_system_score_gemma":0.002052611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774732,"about_ca_topic_score_gemma":0.002683589,"domain_scores_codex":[0.9955497,0.002806122,0.0004495227,0.0005212572,0.0002666313,0.000406709],"domain_scores_gemma":[0.9962904,0.001719136,0.0005944525,0.0003002102,0.0002532521,0.0008425723],"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":[0.9100456,0.06169466,0.0005153998,0.001843562,0.001031152,0.00004856881,0.0001499027,0.000174888,0.0008076134,0.0001870088,0.0003899825,0.02311177],"study_design_scores_gemma":[0.8821596,0.1159183,0.0008107793,0.00008072762,0.000296602,0.000006775051,0.00004918955,0.0001360087,0.0001492375,0.0001006916,0.000282738,0.000009408488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344759,0.005614241,0.001270055,0.001101841,0.002399671,0.05196105,0.00058773,0.0001695008,0.002419988],"genre_scores_gemma":[0.9069195,0.003988417,0.005638461,0.001674605,0.001565114,0.07635974,0.0003026558,0.00001895799,0.003532504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145652,"threshold_uncertainty_score":0.03832585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06940783349676845,"score_gpt":0.358990481030963,"score_spread":0.2895826475341946,"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."}}