{"id":"W4401920433","doi":"10.1192/j.eurpsy.2024.1148","title":"Hindering and facilitating factors in the implementation of digital mental health interventions within community settings","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Nursing; Psychotherapist; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03945333,0.0007916858,0.0007385708,0.002246381,0.008324371,0.00828159,0.002419246,0.002344342,0.009660512],"category_scores_gemma":[0.09986467,0.0007061831,0.0009316319,0.001776773,0.01034966,0.004986945,0.008703988,0.002306355,0.0003510159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01199519,"about_ca_system_score_gemma":0.02780304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01985947,"about_ca_topic_score_gemma":0.02511104,"domain_scores_codex":[0.9342393,0.0504006,0.002320484,0.002199937,0.004214598,0.006625142],"domain_scores_gemma":[0.8713092,0.09478728,0.01375979,0.002811386,0.005936669,0.01139564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007457964,0.002834883,0.1485752,0.008620369,0.000362811,0.002523543,0.6194116,0.001057341,0.001582878,0.03054217,0.003865554,0.1798779],"study_design_scores_gemma":[0.0002446257,0.001510428,0.1609369,0.0111041,0.0003899067,0.0008473899,0.7584298,0.001464321,0.001424736,0.01303113,0.05040659,0.000209959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398923,0.005078761,0.003996803,0.01955178,0.0001729843,0.001802709,0.0001385977,0.00008995229,0.0292761],"genre_scores_gemma":[0.9959803,0.0007652118,0.001791388,0.0006016507,0.00002458007,0.0003642101,0.00002065007,0.000008746141,0.0004432065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03945333,"threshold_uncertainty_score":0.2086517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441319705172331,"score_gpt":0.4190268452806295,"score_spread":0.3646136482289062,"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."}}