{"id":"W4362521416","doi":"10.2196/45178","title":"Effectiveness of the Internet of Things for Improving Working-Aged Women’s Health in High-Income Countries: Protocol for a Systematic Review and Network Meta-analysis","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Psychological intervention; Randomized controlled trial; Meta-analysis; Family medicine; Gerontology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07590146,0.006798436,0.02629768,0.01556257,0.003207844,0.008610324,0.005060154,0.006874516,0.0455259],"category_scores_gemma":[0.1228023,0.004751112,0.03692019,0.01413864,0.004094186,0.007749411,0.005607476,0.006116116,0.004186434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01711616,"about_ca_system_score_gemma":0.0384096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009599383,"about_ca_topic_score_gemma":0.01528332,"domain_scores_codex":[0.9494503,0.02105491,0.01785061,0.003870581,0.005741455,0.002032148],"domain_scores_gemma":[0.9563906,0.01946478,0.009765471,0.004604777,0.008721415,0.001053024],"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":[0.007168924,0.0001706682,0.0008882366,0.9362724,0.02829142,0.0002664939,0.0006473809,0.0009678,0.0006111419,0.00235768,0.008426253,0.0139316],"study_design_scores_gemma":[0.05752416,0.002662288,0.009560814,0.5906071,0.1996486,0.0005067713,0.001565687,0.003272133,0.002765934,0.01329184,0.1179722,0.0006225113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008466961,0.007960272,0.002504292,0.0004958761,0.0003550963,0.9808444,0.006149345,0.0001859901,0.0006578998],"genre_scores_gemma":[0.001040631,0.001726537,0.002807974,0.000194321,0.00001880247,0.9935272,0.0004401085,0.00001396468,0.0002302833],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07590146,"threshold_uncertainty_score":0.4014101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4030177038300687,"score_gpt":0.641778532651078,"score_spread":0.2387608288210093,"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."}}