{"id":"W1743886978","doi":"10.5206/wurjhns.2014-15.16","title":"Smartphone Applications for Mental Health—A Rapid Review","year":2014,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Smartphone application; Quality (philosophy); Perception; Medicine; Psychology; Medical education; Nursing; Applied psychology; Computer science; Multimedia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004108008,0.0009634541,0.002072409,0.006546968,0.000478411,0.002147985,0.001108736,0.001860426,0.006456815],"category_scores_gemma":[0.01071501,0.0005815327,0.002661511,0.004395326,0.0004903551,0.002652064,0.001464228,0.001677901,0.001278228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443583,"about_ca_system_score_gemma":0.005301334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380856,"about_ca_topic_score_gemma":0.00710738,"domain_scores_codex":[0.9978776,0.0007154336,0.0005540891,0.0001647055,0.0005930827,0.00009505609],"domain_scores_gemma":[0.9869135,0.009041428,0.001544998,0.0001606536,0.00213669,0.0002027132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001863236,0.0000697372,0.0003382709,0.2132745,0.0004893552,0.0001430101,0.0001397314,0.0001209885,0.0005343096,0.001188124,0.01696938,0.7665463],"study_design_scores_gemma":[0.0001931582,0.0009545582,0.006062905,0.4989394,0.004650116,0.001667065,0.0004295784,0.0002682176,0.0007420705,0.001431012,0.4845784,0.00008354369],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001810456,0.9984607,0.00008416022,0.0004480817,0.0002656489,0.00006547676,0.00003778663,0.000007405319,0.0004496851],"genre_scores_gemma":[0.00126311,0.997371,0.0003974888,0.0004137677,0.0001924282,0.0000798013,0.0000407263,0.000002932325,0.0002387895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006546968,"threshold_uncertainty_score":0.02172548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333037805477044,"score_gpt":0.5187266228461332,"score_spread":0.3854228422984288,"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."}}