{"id":"W2777934163","doi":"10.1177/0145445517748561","title":"A Randomized Controlled Trial of Multiple Versions of an Acceptance and Commitment Therapy Matrix App for Well-Being","year":2017,"lang":"en","type":"article","venue":"Behavior Modification","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Psychology; Mobile apps; Acceptance and commitment therapy; Intervention (counseling); Flexibility (engineering); Sample (material); Applied psychology; Matrix (chemical analysis); Clinical psychology; Social psychology; Computer science; World Wide Web; 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":[0.002627081,0.002255254,0.004287766,0.001071563,0.001246062,0.001514352,0.001292108,0.002529918,0.01843146],"category_scores_gemma":[0.005670881,0.001075429,0.002070412,0.0007225276,0.001638583,0.001961554,0.001037978,0.004306352,0.001892243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020044,"about_ca_system_score_gemma":0.002016931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766215,"about_ca_topic_score_gemma":0.002897645,"domain_scores_codex":[0.997965,0.0008166003,0.000247148,0.0005250569,0.0001946984,0.0002515954],"domain_scores_gemma":[0.9971046,0.001404847,0.000470058,0.0002340983,0.0002147564,0.0005716163],"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":[0.9420741,0.03269688,0.0002358969,0.001552527,0.00084673,0.00003284618,0.0001097939,0.0001504068,0.001190463,0.0002446903,0.0006950857,0.02017068],"study_design_scores_gemma":[0.9307169,0.06713779,0.0007267644,0.00007722795,0.0002567922,0.000009099498,0.00003569468,0.0002073851,0.0002138941,0.0001777781,0.0004259086,0.0000147576],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872027,0.005158743,0.003169116,0.001039514,0.003311994,0.09236243,0.00172449,0.0006058004,0.005425197],"genre_scores_gemma":[0.8139356,0.002708014,0.01083187,0.001053103,0.0008404428,0.1624543,0.0006067307,0.00006708544,0.007502768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843146,"threshold_uncertainty_score":0.06165934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07748399002305234,"score_gpt":0.4099653449602786,"score_spread":0.3324813549372262,"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."}}