{"id":"W2988611596","doi":"10.1136/bmjopen-2018-028361","title":"mHealth tool to improve community health agent performance for child development: study protocol for a cluster-randomised controlled trial in Peru","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; mHealth; Protocol (science); Cluster (spacecraft); Cluster randomised controlled trial; Randomized controlled trial; Public health; Family medicine; Alternative medicine; Nursing; Psychological intervention; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02763491,0.004926743,0.0103134,0.002116759,0.002741903,0.003581061,0.003275891,0.006481391,0.07095204],"category_scores_gemma":[0.02714875,0.002700088,0.005072877,0.002674944,0.002999715,0.003277068,0.002106599,0.006050056,0.009539496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004941084,"about_ca_system_score_gemma":0.01561761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836675,"about_ca_topic_score_gemma":0.006591986,"domain_scores_codex":[0.9835839,0.009453176,0.001709449,0.001395707,0.00159314,0.002264767],"domain_scores_gemma":[0.9901567,0.002959346,0.002128348,0.001267916,0.002140397,0.001347464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8677549,0.0255636,0.0008334247,0.02934697,0.00225852,0.0002696733,0.0008917953,0.001934988,0.001950618,0.003539478,0.01500899,0.05064706],"study_design_scores_gemma":[0.931082,0.04283462,0.002025811,0.003183596,0.0007193213,0.00003380081,0.0002022348,0.001114152,0.0006307153,0.001698607,0.01637575,0.00009945779],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002756362,0.0002137094,0.0007936634,0.0001256784,0.0001817198,0.9947194,0.0006612506,0.0000610145,0.0004872379],"genre_scores_gemma":[0.001698609,0.00008780303,0.0009017298,0.00005984005,0.00002033976,0.9969602,0.00005191779,0.00000287421,0.0002167274],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07095204,"threshold_uncertainty_score":0.2373582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497990461425538,"score_gpt":0.5408137546826102,"score_spread":0.3910147085400564,"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."}}