{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136685,0.0002031568,0.000546266,0.0002763703,0.0003017916,0.00001967664,0.0002248863,0.00004530156,0.0001506813],"category_scores_gemma":[0.000009023685,0.0001702841,0.0001701697,0.0008005238,0.0001020609,0.0002256652,0.0001250488,0.0001651972,4.682664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776456,"about_ca_system_score_gemma":0.0009338686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4804304,"about_ca_topic_score_gemma":0.9675375,"domain_scores_codex":[0.9966471,0.000684078,0.001352174,0.0004038019,0.0003485779,0.0005642658],"domain_scores_gemma":[0.9984442,0.00006768737,0.0008178183,0.0003236091,0.00003541436,0.0003112979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001104158,0.004752973,0.6781632,0.001684366,0.0008512402,5.707244e-7,0.09959783,0.0006617197,0.00001484818,0.0005652333,0.00339656,0.2092073],"study_design_scores_gemma":[0.003363919,0.002299953,0.8228527,0.0007471148,0.00006720598,0.00000973935,0.1675467,0.002129062,0.00001389504,0.0001494189,0.0006191434,0.0002011414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934292,0.0005673572,0.0001118569,0.001278769,0.001137286,0.002498413,0.0008762019,0.00001143108,0.00008950013],"genre_scores_gemma":[0.9977613,0.00001492808,0.001063075,0.0004912004,0.0000220074,0.000309955,0.0002500925,0.00002261994,0.00006478336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4871072,"threshold_uncertainty_score":0.6943986,"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."}}