{"id":"W2903365625","doi":"10.2196/12255","title":"Use of Mobile and Computer Devices to Support Recovery in People With Serious Mental Illness: Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Mood; Active listening; Music therapy; Psychology; Anxiety; Mobile device; Medicine; Psychiatry; Psychotherapist; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149717,0.0001793379,0.0002907701,0.00115517,0.0007125085,0.000740921,0.0002165633,0.0005593768,0.001526573],"category_scores_gemma":[0.003149859,0.000337024,0.0005570106,0.001253242,0.0003486395,0.0012107,0.0009352205,0.000717082,0.0004300702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005173023,"about_ca_system_score_gemma":0.0007474184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00681763,"about_ca_topic_score_gemma":0.01086914,"domain_scores_codex":[0.9992641,0.0002251354,0.0001601932,0.00006711191,0.0001372042,0.0001462286],"domain_scores_gemma":[0.9979147,0.0004667611,0.0007801369,0.0000808849,0.0003839714,0.0003734892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008161741,0.0006060154,0.9753499,0.0003047359,0.00006071055,0.0001517569,0.01119631,0.00003109157,0.000252501,0.00004577615,0.0005415311,0.01137802],"study_design_scores_gemma":[0.00001942044,0.0007702477,0.9737895,0.0001120344,0.00004725677,0.0003428943,0.02314958,0.0001509506,0.00008790173,0.00002254977,0.001493762,0.00001381851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988417,0.0001617749,0.0000586869,0.00007796015,0.000002741869,0.00009721109,0.000305464,0.000002352171,0.0004521502],"genre_scores_gemma":[0.9984246,0.0005099495,0.0001651741,0.0001888507,0.00000846878,0.0001505618,0.0002608268,0.000002203288,0.0002893128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00681763,"threshold_uncertainty_score":0.01355588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429481764397825,"score_gpt":0.4100267271511774,"score_spread":0.3657319095071991,"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."}}