{"id":"W4383889150","doi":"10.2196/46143","title":"The Use of Patient-Oriented Mobile Phone Apps in Oral Health: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Suomen Hammaslääkäriseura Apollonia","keywords":"Mobile phone; Medicine; Oral health; Scopus; Inclusion (mineral); mHealth; MEDLINE; Family medicine; Psychology; Psychological intervention; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004337427,0.0003509372,0.001165062,0.0003875641,0.002483092,0.00001211787,0.0002522028,0.0002487483,0.00007142161],"category_scores_gemma":[0.0006005397,0.000271649,0.00008836616,0.002565795,0.0002084671,0.0001995687,0.0002067181,0.001258087,0.0002029579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004077161,"about_ca_system_score_gemma":0.004924736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695278,"about_ca_topic_score_gemma":0.004841709,"domain_scores_codex":[0.9908581,0.001941746,0.003481152,0.0007274674,0.0005745966,0.002416947],"domain_scores_gemma":[0.9929675,0.002710593,0.001652341,0.0009528885,0.0002828111,0.001433872],"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":[0.0004804196,0.0003543381,0.02633185,0.1802646,0.00001348145,0.000005430576,0.004012977,0.00003322316,0.000004065575,0.006727995,0.1883721,0.5933995],"study_design_scores_gemma":[0.003218127,0.0009904732,0.04647527,0.0632176,0.00003235578,0.000008830288,0.0030673,0.0007012853,0.000002185292,0.0003528651,0.8814681,0.0004656676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6180675,0.2356161,0.0001889546,0.06400422,0.003116302,0.0769695,0.0004703484,0.001023406,0.0005436924],"genre_scores_gemma":[0.07468757,0.8439176,0.0008127202,0.0365556,0.0002464768,0.04281445,0.0003452533,0.0001122046,0.0005081053],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6930959,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818727830538363,"score_gpt":0.5078088483306638,"score_spread":0.3259360652768275,"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."}}