{"id":"W4292847474","doi":"10.1136/bmjopen-2022-064324","title":"User engagement with technology-mediated self-guided interventions for addictions: scoping review protocol","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Protocol (science); Psychological intervention; Addiction; Alternative medicine; Medical education; Psychiatry; Pathology","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":[0.1091734,0.004503009,0.01136061,0.01640817,0.005219299,0.009347793,0.005834816,0.008540813,0.09413158],"category_scores_gemma":[0.09349913,0.006002196,0.01055701,0.01407941,0.005614387,0.008244975,0.007416955,0.007151492,0.02068193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492541,"about_ca_system_score_gemma":0.08637027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006421646,"about_ca_topic_score_gemma":0.01504638,"domain_scores_codex":[0.9562804,0.01971318,0.01301786,0.003319517,0.005289307,0.00237984],"domain_scores_gemma":[0.9302263,0.02820851,0.009731354,0.005707724,0.02254043,0.003585712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01179642,0.001402519,0.001392927,0.7733577,0.001546966,0.001228519,0.01240932,0.002146691,0.002353286,0.01025779,0.0565501,0.1255578],"study_design_scores_gemma":[0.03073161,0.004135221,0.008320008,0.5635737,0.003772521,0.0008251105,0.01176106,0.001815539,0.003329063,0.01359259,0.3574722,0.0006714373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003133451,0.0005991893,0.0008219813,0.0001770194,0.00006990813,0.9958624,0.00156952,0.00004537531,0.000541333],"genre_scores_gemma":[0.0002220775,0.0004919905,0.001542946,0.00006945332,0.00000860482,0.9972582,0.0002209296,0.000004192407,0.0001817219],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1091734,"threshold_uncertainty_score":0.5773711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2455579371682136,"score_gpt":0.5723229067228301,"score_spread":0.3267649695546165,"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."}}