{"id":"W2898229591","doi":"10.2196/11440","title":"Current Status and Future Directions of mHealth Interventions for Health System Strengthening in India: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Psychology; Computer science; 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":[0.02492894,0.001642616,0.009504328,0.01246848,0.0008860573,0.005024875,0.003110873,0.00291172,0.004805242],"category_scores_gemma":[0.07671761,0.001261783,0.007962789,0.01213089,0.001355554,0.004945519,0.002265517,0.002155049,0.0003771104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005825519,"about_ca_system_score_gemma":0.03549571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009032631,"about_ca_topic_score_gemma":0.02705197,"domain_scores_codex":[0.9873645,0.005158226,0.004446287,0.0005963613,0.001935467,0.0004992138],"domain_scores_gemma":[0.9056375,0.07414526,0.01127646,0.0009448606,0.007047907,0.0009479577],"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":[0.0001038873,0.00003049211,0.0004509673,0.9320795,0.002999006,0.00006166635,0.000243711,0.00007517891,0.00007085241,0.0003558137,0.001370482,0.06215836],"study_design_scores_gemma":[0.0001004704,0.0001378468,0.001638708,0.9646946,0.01777659,0.0001368714,0.0004597568,0.00007443313,0.00009696133,0.0003600287,0.0144993,0.00002433869],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002661522,0.9985735,0.00008953005,0.0006162158,0.0001183805,0.0001258512,0.00007602442,0.000006816972,0.0001274834],"genre_scores_gemma":[0.003846612,0.9945857,0.0005193387,0.000557201,0.0000973295,0.000290637,0.00006195732,0.000002655186,0.000038657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02492894,"threshold_uncertainty_score":0.1318384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336435974430639,"score_gpt":0.5336409371076086,"score_spread":0.3999973396645448,"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."}}