{"id":"W4282923958","doi":"10.2196/32416","title":"Acceptability and Feasibility of Peer-to-Peer Text Messaging Among Adolescents to Increase Clinic Visits and Sexually Transmitted Infection Testing: Interrupted Times-Series Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Short Message Service; Text messaging; Human immunodeficiency virus (HIV); Reproductive health; Partner notification; Family medicine; Text message; Population; Psychiatry; Syphilis","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":[0.02625536,0.0004809315,0.0006611118,0.00114871,0.0002928519,0.0007582877,0.0008803931,0.0005272804,0.001575445],"category_scores_gemma":[0.06800687,0.0002839792,0.001434812,0.0011804,0.0003700242,0.0008805814,0.0005715325,0.0007096582,0.0002260023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006656288,"about_ca_system_score_gemma":0.0007220254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982735,"about_ca_topic_score_gemma":0.001069218,"domain_scores_codex":[0.9855592,0.01056614,0.0009994896,0.0006968564,0.001855626,0.0003227076],"domain_scores_gemma":[0.9480321,0.03500888,0.0106493,0.002264701,0.003289865,0.0007550883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01481634,0.009716691,0.8228127,0.0008275346,0.001495318,0.0001758639,0.006748548,0.004236562,0.001740347,0.0003346356,0.0008124416,0.136283],"study_design_scores_gemma":[0.0006387747,0.02703956,0.9363741,0.0002065055,0.0007372822,0.0001722662,0.002231262,0.02987073,0.001538751,0.0002042915,0.0009204727,0.00006600464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969987,0.0001047223,0.001663583,0.00003167746,0.00001222196,0.000540426,0.0001865586,0.00001817637,0.0004439232],"genre_scores_gemma":[0.9966036,0.00008467757,0.001834197,0.00002253719,0.00002570073,0.0009906412,0.0002821143,0.000008106451,0.0001484762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02625536,"threshold_uncertainty_score":0.1388533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126842787454701,"score_gpt":0.5215286870898104,"score_spread":0.3946858996351094,"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."}}