{"id":"W3079578403","doi":"10.3389/fpubh.2020.00411","title":"The Use of Implementation Science Tools to Design, Implement, and Monitor a Community-Based mHealth Intervention for Child Health in the Amazon","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Grand Challenges Canada; Government of Canada","keywords":"mHealth; Context (archaeology); Computer science; Intervention (counseling); Implementation research; Process management; Process (computing); Knowledge management; Medicine; Nursing; Engineering; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04410917,0.0002103888,0.0005028887,0.0006485494,0.004060049,0.0001816488,0.001001363,0.000062376,0.00001070625],"category_scores_gemma":[0.004778246,0.0001559367,0.00005238563,0.002904741,0.000265747,0.0008442166,0.0002100164,0.0008978788,0.000002357659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573094,"about_ca_system_score_gemma":0.006329157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007321292,"about_ca_topic_score_gemma":0.005734717,"domain_scores_codex":[0.9830806,0.01081426,0.002726379,0.0005057926,0.00079196,0.002081006],"domain_scores_gemma":[0.9928573,0.004194181,0.001225241,0.0005810356,0.0003218825,0.0008203056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003584088,0.0002290384,0.1028062,0.002113828,0.00001674373,3.11859e-7,0.1872631,0.0001010169,0.00001921928,0.005876095,0.2467812,0.4544348],"study_design_scores_gemma":[0.005972844,0.003169438,0.285997,0.0003679708,0.000005406935,0.000001017313,0.1271722,0.004905913,0.00002227536,0.0005591926,0.5715575,0.0002691631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05332205,0.00007836105,0.2917157,0.6429126,0.0006053629,0.01083726,0.0004751804,0.00003911216,0.00001440701],"genre_scores_gemma":[0.7334148,0.0001927365,0.04032799,0.2240135,0.0001085236,0.001821979,0.00008854324,0.00002735699,0.000004572249],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6800928,"threshold_uncertainty_score":0.9993041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7750834944450058,"score_gpt":0.6483302206056355,"score_spread":0.1267532738393703,"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."}}