{"id":"W3118957477","doi":"10.2196/18021","title":"Assessing the Effectiveness and Acceptability of a Personalized Mobile Phone App in Improving Adherence to Oral Hygiene Advice in Orthodontic Patients: Protocol for a Feasibility Study and a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Royal College of Surgeons of England","keywords":"Randomized controlled trial; Medicine; mHealth; Psychological intervention; Mobile phone; Intervention (counseling); Protocol (science); Phone; Test (biology); Physical therapy; Family medicine; Alternative medicine; Nursing; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05932186,0.005644729,0.010469,0.003552994,0.0043123,0.00530557,0.004468098,0.01037302,0.06861269],"category_scores_gemma":[0.0476434,0.0041205,0.007497835,0.0036897,0.005124327,0.004960047,0.002686999,0.009918131,0.01201074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00585087,"about_ca_system_score_gemma":0.02014007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677334,"about_ca_topic_score_gemma":0.004663126,"domain_scores_codex":[0.9659972,0.02013878,0.004232724,0.002111998,0.004131505,0.003387711],"domain_scores_gemma":[0.977247,0.007335299,0.004590116,0.002702742,0.00545474,0.002670141],"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":[0.8137841,0.06234609,0.001590346,0.03848051,0.002462901,0.0005461687,0.001552407,0.0026503,0.004457701,0.004463737,0.01810977,0.049556],"study_design_scores_gemma":[0.8641152,0.08109553,0.00458489,0.005852122,0.001166278,0.0001028115,0.0004521167,0.002131379,0.001681547,0.002772087,0.03583072,0.0002153583],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007973396,0.00006248357,0.0003228236,0.00005585521,0.00009814504,0.9982848,0.0001718805,0.00002564367,0.0001810814],"genre_scores_gemma":[0.0007176853,0.00004537953,0.0009295345,0.00005911533,0.00001840054,0.9980819,0.00002855761,0.000002019016,0.0001174566],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06861269,"threshold_uncertainty_score":0.3137277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2430755965360527,"score_gpt":0.6412736231970593,"score_spread":0.3981980266610066,"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."}}