{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008572925,0.0008202255,0.001824068,0.001820925,0.00274964,0.007739455,0.002069121,0.01114304,0.009531566],"category_scores_gemma":[0.07297141,0.000410021,0.001512767,0.001868685,0.004918444,0.01051222,0.002881644,0.01222398,0.004646616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400622,"about_ca_system_score_gemma":0.009417926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088663,"about_ca_topic_score_gemma":0.01165783,"domain_scores_codex":[0.9929013,0.003100429,0.001097951,0.0004313393,0.00213337,0.0003355938],"domain_scores_gemma":[0.9353421,0.05340532,0.002806221,0.000590025,0.006419291,0.001437025],"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":[0.0001212448,0.00004774614,0.0005592121,0.01519341,0.00009782317,0.0006394227,0.001441078,0.00007992902,0.0001311239,0.02234237,0.6030455,0.3563011],"study_design_scores_gemma":[0.00003577839,0.00007746077,0.001050333,0.04877872,0.0002315162,0.001125396,0.002774792,0.0001031201,0.000129806,0.01562556,0.9300109,0.00005669102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006602028,0.2502996,0.001644113,0.6987959,0.02939894,0.000114588,0.0001758204,0.00009367379,0.01881725],"genre_scores_gemma":[0.01569689,0.5036776,0.006072267,0.4246474,0.03698401,0.0006980403,0.0002477505,0.0001152703,0.01186077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01114304,"threshold_uncertainty_score":0.04533851,"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."}}