{"id":"W2005596778","doi":"10.2196/mhealth.2576","title":"Teenagers and Texting: Use of a Youth Ecological Momentary Assessment System in Trajectory Health Research With Latina Adolescents","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Short Message Service; mHealth; Psychology; Applied psychology; Mood; Text messaging; Psychological intervention; Intervention (counseling); Computer science; Social psychology; Internet privacy","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":[0.007877769,0.0002990091,0.0002922099,0.001187997,0.000610407,0.001057295,0.0004659976,0.0002857339,0.0006204415],"category_scores_gemma":[0.01679445,0.0003208802,0.0004622868,0.0008038917,0.0002388901,0.0009463302,0.001196918,0.0004330579,0.0001732736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798198,"about_ca_system_score_gemma":0.00127547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005199214,"about_ca_topic_score_gemma":0.01110313,"domain_scores_codex":[0.9963696,0.002503927,0.0004235565,0.0002790209,0.0003020344,0.0001219094],"domain_scores_gemma":[0.9951997,0.001904345,0.001166386,0.0004362801,0.0009999059,0.0002934134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000415617,0.001018758,0.8133169,0.0002164755,0.0001069429,0.0001270677,0.007891176,0.0005509324,0.002553335,0.0002805516,0.0009135288,0.1726087],"study_design_scores_gemma":[0.0001382599,0.00243147,0.9672315,0.0002883194,0.0001658008,0.0003624788,0.009422568,0.01044468,0.003510199,0.0005595319,0.005375148,0.00007008648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897564,0.0001199714,0.006570275,0.0001666142,0.00001818785,0.001420896,0.0004626146,0.00015437,0.00133071],"genre_scores_gemma":[0.9519681,0.0002503422,0.04394672,0.0001081311,0.00001471027,0.00284107,0.0004451586,0.00002685139,0.000398812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007877769,"threshold_uncertainty_score":0.0416621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2405856161216888,"score_gpt":0.486026250980295,"score_spread":0.2454406348586062,"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."}}