{"id":"W3095723108","doi":"10.3390/informatics7040051","title":"Digital Educational Support Groups Administered through WhatsApp Messenger Improve Health-Related Knowledge and Health Behaviors of New Adolescent Mothers in the Dominican Republic: A Multi-Method Study","year":2020,"lang":"en","type":"article","venue":"Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; Grand Challenges Canada","keywords":"Medicine; Psychology","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":[0.00149333,0.0004504936,0.0004322269,0.0005556446,0.0009164101,0.000472971,0.0003708047,0.000385994,0.002518339],"category_scores_gemma":[0.001379251,0.0003046859,0.0004362579,0.0002324389,0.0003793704,0.0003196701,0.000508018,0.0004371844,0.0001530149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007529312,"about_ca_system_score_gemma":0.0009941662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965358,"about_ca_topic_score_gemma":0.009415849,"domain_scores_codex":[0.9994059,0.0002908832,0.00004169107,0.00007205111,0.00007273321,0.0001168187],"domain_scores_gemma":[0.9994288,0.0002221075,0.0001152824,0.00003476259,0.0000758524,0.0001230335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01986454,0.2882745,0.3572934,0.001510157,0.000502951,0.001102554,0.05026658,0.0004463243,0.02525689,0.0003570784,0.001135154,0.2539899],"study_design_scores_gemma":[0.009573445,0.1819299,0.7562189,0.0003561868,0.0005982819,0.0002588511,0.03615456,0.0009963765,0.008291007,0.000172257,0.005396482,0.00005389371],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992056,0.00002528469,0.00005698266,0.00001640338,0.00000305968,0.0005194368,0.00002713806,0.000001937805,0.0001441861],"genre_scores_gemma":[0.9954698,0.0001733038,0.000893634,0.00006427418,0.00001479961,0.00230839,0.00005184226,0.000001468541,0.001022466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003965358,"threshold_uncertainty_score":0.00842464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208181259222989,"score_gpt":0.4774571164662196,"score_spread":0.3566389905439208,"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."}}