{"id":"W2172200136","doi":"10.2196/mental.3926","title":"Client Perceptions of the Mental Health Engagement Network: A Secondary Analysis of an Intervention Using Smartphones and Desktop Devices for Individuals Experiencing Mood or Psychotic Disorders in Canada","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Mood; Intervention (counseling); Psychology; Mood disorders; Medicine; Psychiatry; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002320153,0.0004495052,0.0009531548,0.001322958,0.004933805,0.001860485,0.001384506,0.0006957322,0.003075738],"category_scores_gemma":[0.01236218,0.0005982416,0.001002307,0.00245377,0.001121901,0.0006880813,0.002337883,0.001702009,0.0002372434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03178627,"about_ca_system_score_gemma":0.05985834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7860175,"about_ca_topic_score_gemma":0.8787587,"domain_scores_codex":[0.9958547,0.00103694,0.0002966886,0.0002747001,0.001084925,0.00145203],"domain_scores_gemma":[0.9934684,0.001126349,0.001094978,0.0002187504,0.002634151,0.001457344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004002537,0.0262804,0.6669919,0.001712005,0.0003753768,0.0007939687,0.1373816,0.0004550955,0.002333695,0.0004714124,0.004217225,0.1549849],"study_design_scores_gemma":[0.0007612004,0.004142654,0.9034181,0.0003802953,0.0002956726,0.00008133666,0.08615091,0.0006944654,0.0006941985,0.00009076,0.003220269,0.00007016421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996962,0.00005312679,0.0000609813,0.0001542538,0.000004912926,0.00149842,0.0003235061,0.000006072118,0.000936805],"genre_scores_gemma":[0.9942788,0.0002846995,0.0005473301,0.0002491527,0.000009581798,0.00292259,0.0004464231,0.000006447415,0.001254968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139825,"threshold_uncertainty_score":0.4304854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069670844494891,"score_gpt":0.4293154469280454,"score_spread":0.3686187384830965,"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."}}