{"id":"W2971381309","doi":"10.1016/j.invent.2019.100278","title":"Negative effects associated with internet-delivered cognitive behaviour therapy: An analysis of client emails","year":2019,"lang":"en","type":"article","venue":"Internet Interventions","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; Health Research Foundation; University of Regina","keywords":"Anxiety; Psychology; Distress; Clinical psychology; Alliance; Cognition; Depression (economics); Medicine; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004448973,0.0003870128,0.0008265841,0.0009091305,0.0000391107,0.00009233284,0.000535686,0.000185251,0.00882147],"category_scores_gemma":[0.0001211101,0.0003472268,0.0012673,0.001045351,0.0002312004,0.0004252388,0.0001532442,0.0003695901,0.0007066689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849074,"about_ca_system_score_gemma":0.00002989385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052592,"about_ca_topic_score_gemma":0.003750157,"domain_scores_codex":[0.9965149,0.0006398394,0.001167801,0.0007666023,0.0003832215,0.0005276038],"domain_scores_gemma":[0.9972731,0.0005671885,0.0008908336,0.0005578303,0.0004756097,0.000235406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004196033,0.03957781,0.8158924,0.0004560831,0.05312206,0.0001935556,0.01972925,0.00008364384,0.0001989966,0.02080713,0.002415738,0.04332726],"study_design_scores_gemma":[0.004583983,0.0147794,0.9654104,0.004252772,0.002550262,0.00001359109,0.002922236,0.0007014917,0.003729921,0.0004835273,0.00003778914,0.0005346637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986132,0.0002368746,0.002050033,0.00004326741,0.001200315,0.0013913,0.000701673,0.0001447974,0.00809977],"genre_scores_gemma":[0.9784706,0.000001822637,0.00005569026,0.0001416415,0.00001943885,0.0003700677,0.0006526842,0.000062098,0.02022597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495179,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406723970805843,"score_gpt":0.3921079413381759,"score_spread":0.3480407016301175,"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."}}