{"id":"W2995439834","doi":"10.1037/fsh0000451","title":"Mental illness: Is there an app for that?","year":2019,"lang":"en","type":"article","venue":"Families Systems & Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"PsycINFO; App store; Internet privacy; Mental illness; Mobile apps; Mental health; Psychology; MEDLINE; World Wide Web; Medicine; Computer science; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006114735,0.0002391551,0.0004624259,0.0001231826,0.0002455507,0.00007309583,0.000319122,0.0001309686,0.0004848432],"category_scores_gemma":[0.000004657779,0.0002210893,0.0001575617,0.0001313772,0.00005125461,0.0002686293,0.00004775525,0.000139655,0.002436575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508958,"about_ca_system_score_gemma":0.0001113806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005089189,"about_ca_topic_score_gemma":0.0002937936,"domain_scores_codex":[0.9975347,0.0002221306,0.0006713129,0.0005559935,0.0002666104,0.0007492444],"domain_scores_gemma":[0.9985117,0.00008738452,0.0003222259,0.0007244989,0.00005105706,0.0003031081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008419498,0.003221127,0.06157316,0.01013026,0.0004570909,0.000009135144,0.05096252,0.000009148772,0.00003859138,0.2116846,0.4870625,0.1740099],"study_design_scores_gemma":[0.002565943,0.00444713,0.02288104,0.0009171204,0.00001287946,0.00007050214,0.07335705,0.0002390367,0.00005240993,0.0007179813,0.8941931,0.0005458766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997621,0.007558009,0.0003722835,0.002809118,0.02200891,0.006700387,0.002485904,0.0004446696,0.05785861],"genre_scores_gemma":[0.9663113,0.00002556661,0.00007029664,0.001754812,0.0002213101,0.001093403,0.0001936232,0.00006947749,0.03026024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071305,"threshold_uncertainty_score":0.9983401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119573499193267,"score_gpt":0.3877694025397298,"score_spread":0.3365736675477972,"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."}}