{"id":"W2943242870","doi":"10.2196/13656","title":"The Effectiveness of Educational Mobile Messages for Assisting in the Prevention of Early Childhood Caries: Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Protocol (science); Randomized controlled trial; Early childhood caries; Medicine; Age appropriate; Psychology; Computer science; Medical education; Family medicine; Alternative medicine; Developmental psychology; Oral health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03498922,0.0001706513,0.0009222529,0.0002068526,0.0003052047,0.0002329049,0.0009317172,0.0001237578,0.0001136687],"category_scores_gemma":[0.02030555,0.00008988898,0.000656695,0.0004445348,0.0004709251,0.0001839858,0.0001404916,0.0003904667,0.0000110561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250447,"about_ca_system_score_gemma":0.001729003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008240698,"about_ca_topic_score_gemma":0.00004973359,"domain_scores_codex":[0.9888098,0.007723822,0.00097643,0.000369335,0.001537926,0.0005826882],"domain_scores_gemma":[0.9340355,0.06412527,0.0004330073,0.0005335266,0.0008039302,0.00006874511],"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":[0.9782854,0.00192992,0.000544738,0.002674359,0.0001433779,4.806115e-7,0.0003271735,0.000008172478,0.0009558023,0.01376589,0.0005930603,0.0007715896],"study_design_scores_gemma":[0.9481433,0.0046814,0.002886208,0.001692021,0.000007971541,0.00000129626,0.0004046938,0.00008863736,0.001510544,0.03833082,0.002155858,0.00009723597],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03713271,0.000004743391,0.0001562611,0.00006547294,0.00001953998,0.9614986,0.00003636463,0.000007526178,0.001078753],"genre_scores_gemma":[0.1122344,1.04259e-7,0.00004933067,0.000003362198,0.00009086004,0.88599,0.00001149573,0.00002220192,0.001598275],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07550867,"threshold_uncertainty_score":0.9936817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08753955644589506,"score_gpt":0.5498911666870717,"score_spread":0.4623516102411767,"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."}}