{"id":"W3110455792","doi":"10.2196/23207","title":"Web-Based Interventions to Promote Healthy Lifestyles for Older Adults: Protocol for a Scoping Review","year":2020,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Psychological intervention; Protocol (science); Gerontology; Web application; Medicine; Psychology; World Wide Web; Computer science; Applied psychology; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.08520705,0.006329171,0.01414461,0.01494675,0.006187364,0.008812371,0.006158911,0.009978189,0.09788606],"category_scores_gemma":[0.07159068,0.007141342,0.01564348,0.01388656,0.005235414,0.01020834,0.008079222,0.01022139,0.01846152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01572048,"about_ca_system_score_gemma":0.06663725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005121369,"about_ca_topic_score_gemma":0.01160926,"domain_scores_codex":[0.9623142,0.0153702,0.01230549,0.002637077,0.00500468,0.002368467],"domain_scores_gemma":[0.9544493,0.01515967,0.008216355,0.003697466,0.01591599,0.002561274],"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":[0.01316706,0.002167572,0.001047911,0.7649,0.0019444,0.001851851,0.008021825,0.003258823,0.003907144,0.01281723,0.06733542,0.1195807],"study_design_scores_gemma":[0.03955774,0.00553978,0.006170192,0.4625637,0.003665075,0.0009846294,0.007006331,0.002049805,0.003501091,0.01718056,0.4510475,0.0007336098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000131221,0.0004007222,0.0005942201,0.0001224947,0.0001169839,0.9974985,0.0007989372,0.00002690869,0.0003100873],"genre_scores_gemma":[0.00009841016,0.0004519719,0.001538926,0.00006477635,0.00001303379,0.9975031,0.0001573497,0.00000273294,0.0001696308],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09788606,"threshold_uncertainty_score":0.4506233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5592970225432562,"score_gpt":0.7121530765673373,"score_spread":0.1528560540240811,"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."}}