{"id":"W2783909263","doi":"10.2196/resprot.7912","title":"Development of a Maternal, Newborn and Child mHealth Intervention in Thai Nguyen Province, Vietnam: Protocol for the mMom Project","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; AIDS Vancouver; Simon Fraser University","funders":"Simon Fraser University; International Development Research Centre","keywords":"mHealth; Intervention (counseling); Protocol (science); Medicine; Psychology; Family medicine; Nursing; Medical education; Psychological intervention; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008700132,0.0002148841,0.0003770893,0.0004179373,0.002128368,0.00003527081,0.0005786698,0.0002416995,0.0001450397],"category_scores_gemma":[0.0003270683,0.0001440968,0.00005527979,0.0007215482,0.0003421252,0.0001590746,0.0004018523,0.001136242,0.00006406579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004866968,"about_ca_system_score_gemma":0.004423215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000524798,"about_ca_topic_score_gemma":0.004609317,"domain_scores_codex":[0.9946353,0.001143841,0.001605512,0.0005940769,0.0006608338,0.0013604],"domain_scores_gemma":[0.9970847,0.0006352859,0.000576558,0.0007003742,0.0007121738,0.000290931],"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":[0.008398761,0.002025718,0.05100863,0.05856033,0.00003162747,0.000001659661,0.008601692,3.541791e-7,0.0002015806,0.01336882,0.03874646,0.8190544],"study_design_scores_gemma":[0.005073225,0.001101481,0.04072678,0.007703411,0.000001121691,0.000001577277,0.0008792107,0.0001873349,0.0002523276,0.0004083023,0.9435577,0.0001075695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001124646,0.000004785513,0.0007731959,0.001830267,0.00001459739,0.9939969,0.00002995018,0.00005895267,0.002166766],"genre_scores_gemma":[0.0007762664,0.000002174305,0.006291367,0.0002152428,0.0003539146,0.9914888,0.000009942686,0.00004680456,0.000815533],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9048112,"threshold_uncertainty_score":0.9991707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.340087442477831,"score_gpt":0.6483008234194331,"score_spread":0.3082133809416021,"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."}}