{"id":"W4404539963","doi":"10.1016/j.procs.2024.10.357","title":"Moving Forward: A new internet-delivered program integrating life review therapy and self-compassion may lessen depression and anxiety in people facing life transitions","year":2024,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Université de Moncton","keywords":"Computer science; Anxiety; The Internet; Depression (economics); Compassion; Self-compassion; Psychotherapist; World Wide Web; Psychiatry; Psychology; Mindfulness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007069273,0.0002063345,0.0002720493,0.0001954033,0.0001648358,0.0002977489,0.0002229079,0.00009173396,0.00004174076],"category_scores_gemma":[0.00007078014,0.0001535616,0.00004756258,0.0008488974,0.0001079429,0.0004424925,0.0001017621,0.0003773149,0.00001195439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000435775,"about_ca_system_score_gemma":0.0001338728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639795,"about_ca_topic_score_gemma":0.00003839825,"domain_scores_codex":[0.9981099,0.0001010939,0.000349439,0.0008397114,0.0002397737,0.0003600744],"domain_scores_gemma":[0.9992763,0.0001209289,0.00007232967,0.0001799305,0.00004859404,0.0003019132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002292181,0.0001198092,0.02452231,0.0003556246,0.0000175331,0.000006364943,0.01251108,0.00001333513,0.0004302588,0.0006414244,0.0017241,0.9596353],"study_design_scores_gemma":[0.001826327,0.0008559027,0.6050768,0.009818173,0.00006023207,0.0003423546,0.0008358798,0.3659283,0.000168105,0.001105189,0.01299281,0.0009899599],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824657,0.02589685,0.08507472,0.00283995,0.0009798459,0.001122321,0.000002623375,0.0006432293,0.0009747528],"genre_scores_gemma":[0.9788335,0.003933925,0.01594171,0.0009974333,0.0001606187,0.00009170348,0.000003087538,0.0000134396,0.0000246027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9586453,"threshold_uncertainty_score":0.6262062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187780810848184,"score_gpt":0.3205338521782819,"score_spread":0.2986560440698001,"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."}}