{"id":"W4210544538","doi":"10.2196/preprints.10202","title":"Methods to Evaluate the Effects of Internet-Based Digital Health Interventions for Citizens: Systematic Review of Reviews (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Psychological intervention; Systematic review; Observational study; Preprint; Digital health; Health care; Medicine; Thematic analysis; Cochrane Library; MEDLINE; The Internet; Meta-analysis; Nursing; Qualitative research; Computer science; Political science; World Wide Web; Social science; Sociology","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":[0.08366861,0.005748704,0.01939558,0.03556272,0.00188242,0.006998206,0.004188182,0.004242127,0.02518523],"category_scores_gemma":[0.2362462,0.003130049,0.01687217,0.03183568,0.002167412,0.006669613,0.004752711,0.002593057,0.002642806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150033,"about_ca_system_score_gemma":0.04376208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006006291,"about_ca_topic_score_gemma":0.01666081,"domain_scores_codex":[0.8656334,0.04846543,0.06133807,0.006972947,0.01598228,0.001607778],"domain_scores_gemma":[0.847837,0.0914179,0.03320501,0.005879407,0.02064409,0.001016524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002061713,0.0000197456,0.0004192711,0.9691269,0.007874474,0.00007032824,0.0002141842,0.0001029264,0.000177317,0.0006010975,0.00287521,0.01831239],"study_design_scores_gemma":[0.0008360192,0.0002456919,0.002064374,0.9066544,0.05279261,0.0001741281,0.0004452559,0.0001854674,0.0005909746,0.001250648,0.0346624,0.0000980168],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003894828,0.6084677,0.01648883,0.003376479,0.002861687,0.3285541,0.03075735,0.000642508,0.004956525],"genre_scores_gemma":[0.02339038,0.2803084,0.06176772,0.003716079,0.0004952476,0.622277,0.006114865,0.0001306562,0.001799789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08366861,"threshold_uncertainty_score":0.4424872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522967349227962,"score_gpt":0.5652482983726985,"score_spread":0.4129515634499022,"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."}}