{"id":"W3048711289","doi":"10.1136/bmjopen-2020-037643","title":"Identifying optimal frameworks to implement or evaluate digital health interventions: a scoping review protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Foundation for Healthcare Improvement; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; Canada Health Infoway; University of Toronto; Hamilton Health Sciences; McMaster University; Women's College Hospital","funders":"","keywords":"Medicine; Protocol (science); Psychological intervention; Health services research; Digital health; Health informatics; Public health; Data science; Health care; Alternative medicine; Nursing; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2753021,0.007101309,0.01303961,0.02423535,0.008360339,0.01165085,0.009218102,0.01464843,0.07395825],"category_scores_gemma":[0.2197167,0.009025442,0.0157405,0.01918408,0.008792933,0.01404127,0.01183104,0.01163195,0.02295212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01886283,"about_ca_system_score_gemma":0.1364347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571743,"about_ca_topic_score_gemma":0.01095569,"domain_scores_codex":[0.8559282,0.07193383,0.04474663,0.008312872,0.01345347,0.005625044],"domain_scores_gemma":[0.8140231,0.0691059,0.02143804,0.01807472,0.06933108,0.008027039],"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":[0.01333135,0.002132139,0.002568899,0.6131856,0.002099932,0.002390063,0.02587783,0.004858039,0.003853031,0.03223644,0.09174401,0.2057226],"study_design_scores_gemma":[0.02774686,0.003013141,0.007205865,0.4831066,0.003558772,0.0007754157,0.0144173,0.003611567,0.00496699,0.03305272,0.417652,0.0008928811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002501305,0.0004347816,0.002487957,0.0003553284,0.0001342416,0.9945766,0.001152991,0.0000522091,0.0005557694],"genre_scores_gemma":[0.0002084823,0.0003094515,0.005029631,0.0001015667,0.00001324674,0.9939675,0.0002393165,0.000005061912,0.0001255977],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2753021,"threshold_uncertainty_score":0.8936815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5976951835051159,"score_gpt":0.7335626452839381,"score_spread":0.1358674617788223,"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."}}