{"id":"W4311018674","doi":"10.1017/s1754470x22000423","title":"Advances in digital CBT: where are we now, and where next?","year":2022,"lang":"en","type":"article","venue":"The Cognitive Behaviour Therapist","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Institute for Health and Care Research","keywords":"Digital health; Field (mathematics); Key (lock); Computer science; Mental health; Psychology; Data science; Psychotherapist; Health care","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":[0.02565301,0.0006367483,0.001320393,0.003506601,0.002399679,0.01509302,0.001582126,0.005513621,0.01792456],"category_scores_gemma":[0.05647706,0.000455332,0.001524555,0.003403463,0.006410733,0.02829574,0.006215222,0.01249264,0.004262738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006511567,"about_ca_system_score_gemma":0.01365935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133776,"about_ca_topic_score_gemma":0.006952165,"domain_scores_codex":[0.9855055,0.008054202,0.001306784,0.00100234,0.00304831,0.001082885],"domain_scores_gemma":[0.9038776,0.07263551,0.002908402,0.00272923,0.01343934,0.004409935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003028192,0.0001929247,0.001740228,0.01779719,0.00009079838,0.0003246524,0.007442967,0.0002236113,0.0005155942,0.0751586,0.1262816,0.769929],"study_design_scores_gemma":[0.00004508088,0.0001701078,0.003017219,0.04668283,0.0001252676,0.000805388,0.01094935,0.000236937,0.0006222227,0.04941196,0.8878398,0.00009388247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003657471,0.4136009,0.006544458,0.5178404,0.03106157,0.0002336501,0.000282087,0.0002085559,0.0265709],"genre_scores_gemma":[0.05264886,0.7726733,0.02412284,0.1114302,0.02711843,0.0005188365,0.0004304942,0.0002291347,0.01082795],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02565301,"threshold_uncertainty_score":0.1356677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184641749836073,"score_gpt":0.3663902875964432,"score_spread":0.3245438700980824,"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."}}