{"id":"W3035253941","doi":"10.2196/20513","title":"Acceptability and Utility of an Open-Access, Online Single-Session Intervention Platform for Adolescent Mental Health","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Psychological intervention; Mental health; Medicine; Youth empowerment; Distress; Clinical psychology; Intervention (counseling); Empowerment; Psychology; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.00084638,0.0002982681,0.0006629573,0.00009149923,0.0003640584,0.0001451008,0.0007353886,0.0001016383,0.0007863817],"category_scores_gemma":[0.00002283924,0.0002964206,0.0001678849,0.0002590263,0.0001680643,0.00137826,0.0008753845,0.0002569858,0.00001223801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000583459,"about_ca_system_score_gemma":0.0001782114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816313,"about_ca_topic_score_gemma":0.001715588,"domain_scores_codex":[0.9963362,0.0003049298,0.001567925,0.00084292,0.0002988606,0.0006491483],"domain_scores_gemma":[0.9977162,0.00003797576,0.0008746352,0.0004263353,0.000055797,0.0008890271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004098607,0.01784175,0.008060064,0.003970777,0.0000435345,8.030958e-7,0.004169318,1.229936e-7,0.00007338024,0.0008264073,0.02383631,0.9370789],"study_design_scores_gemma":[0.02013643,0.06019858,0.82304,0.003102178,0.00002417301,0.00005827585,0.01986366,0.001769776,0.001675844,0.002346586,0.06679222,0.000992273],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598,0.0008183281,0.0003887774,0.02286816,0.001405738,0.007997509,0.006037524,0.0001290409,0.000554923],"genre_scores_gemma":[0.9912154,0.00002093422,0.001446951,0.004442371,0.00009630799,0.000251039,0.002348926,0.00004696631,0.0001310999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9360867,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806610855619715,"score_gpt":0.5180433648969247,"score_spread":0.3373822793349532,"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."}}