{"id":"W1973165869","doi":"10.1080/16506073.2014.952773","title":"Linguistic Analysis of Communication in Therapist-Assisted Internet-Delivered Cognitive Behavior Therapy for Generalized Anxiety Disorder","year":2014,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Anxiety; Psychotherapist; Cognition; Panic; Panic disorder; Clinical psychology; Cognitive behaviour therapy; Cognitive psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509279,0.0001841933,0.0001588283,0.001361653,0.0004324356,0.0008095356,0.0002156009,0.0001699828,0.0009936261],"category_scores_gemma":[0.01444255,0.0001074491,0.0001705506,0.0007949925,0.0004840347,0.0004962495,0.0004712815,0.000315024,0.0001109308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006713517,"about_ca_system_score_gemma":0.0004998847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671938,"about_ca_topic_score_gemma":0.003124141,"domain_scores_codex":[0.9981167,0.001277579,0.0001035099,0.00009342145,0.0003499716,0.000058879],"domain_scores_gemma":[0.993625,0.0042508,0.001312929,0.0001721532,0.0005111687,0.0001278219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003946336,0.001723049,0.3111643,0.001116531,0.0002404709,0.0009330048,0.06589717,0.001899799,0.04553921,0.001017279,0.00119706,0.5653257],"study_design_scores_gemma":[0.00009899599,0.001641861,0.96287,0.0001660111,0.0001925862,0.001078074,0.01709142,0.006951306,0.006694828,0.001350964,0.001790854,0.00007311587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997659,0.0001048415,0.001024941,0.00005565149,0.000004808449,0.00003940941,0.00003135568,0.00001420497,0.001065911],"genre_scores_gemma":[0.9973468,0.0001124633,0.002097024,0.00002843085,0.000006140382,0.00004983336,0.0000477833,0.000007454995,0.0003039736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671938,"threshold_uncertainty_score":0.007981896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632788298739447,"score_gpt":0.4090036430157795,"score_spread":0.3457248131418348,"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."}}