{"id":"W2968620208","doi":"10.3390/jcm8081239","title":"From Research to Practice: Ten Lessons in Delivering Digital Mental Health Services","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Medicine; Mental health; Psychological intervention; Context (archaeology); The Internet; Nursing; Health care; Mental healthcare; Medical education; Public relations; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1920548,0.002147918,0.001746853,0.003333466,0.01468961,0.02938119,0.00923532,0.0164546,0.005124981],"category_scores_gemma":[0.199374,0.002293944,0.002205836,0.003429775,0.0464128,0.04015008,0.04205756,0.03028465,0.001809279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02667465,"about_ca_system_score_gemma":0.0934981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009079575,"about_ca_topic_score_gemma":0.02649586,"domain_scores_codex":[0.7815813,0.1656263,0.009278457,0.005415595,0.02579442,0.012304],"domain_scores_gemma":[0.6973842,0.2138827,0.006825142,0.01685155,0.02400637,0.04105007],"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":[0.0002809072,0.001512944,0.005606028,0.006851243,0.0001570113,0.002194445,0.242124,0.001367774,0.0009481818,0.0452037,0.06795153,0.6258022],"study_design_scores_gemma":[0.0005089382,0.00184885,0.005764432,0.02061233,0.0001195305,0.002382173,0.4765303,0.001666404,0.001556596,0.2114628,0.2771684,0.0003793115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03431931,0.02642865,0.02480246,0.8867701,0.005922533,0.001713296,0.00008196416,0.000537372,0.01942439],"genre_scores_gemma":[0.5465927,0.05424008,0.2168911,0.1636944,0.002880554,0.004920926,0.0002058701,0.0005622905,0.0100122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1920548,"threshold_uncertainty_score":0.9963402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2339073303523383,"score_gpt":0.6510423203752733,"score_spread":0.4171349900229351,"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."}}