{"id":"W2808063438","doi":"10.2196/10091","title":"Early Psychosis Service User Views on Digital Technology: Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Digital health; Service (business); Empowerment; Mental health; Service delivery framework; Psychological intervention; Internet privacy; Psychology; Health care; Medicine; Nursing; Computer science; Psychiatry; Business","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":[0.01833346,0.0004195713,0.0006213824,0.002644043,0.004737223,0.003817828,0.001220299,0.001109828,0.003599819],"category_scores_gemma":[0.02313699,0.0004869551,0.0004246816,0.003496415,0.005599133,0.003122621,0.005951676,0.001732523,0.000376924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00706696,"about_ca_system_score_gemma":0.00540193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009274136,"about_ca_topic_score_gemma":0.01124052,"domain_scores_codex":[0.9875892,0.00926412,0.0003899228,0.0003750037,0.001084545,0.001297304],"domain_scores_gemma":[0.9740276,0.02098941,0.001225075,0.0004510339,0.002322341,0.0009844268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003697053,0.00002008702,0.003134427,0.0002537486,0.000003902813,0.0003386841,0.9888292,0.00003421277,0.0004172046,0.001215807,0.0003933333,0.005322488],"study_design_scores_gemma":[0.000003499149,0.00002750305,0.001780024,0.0002529218,0.000003518786,0.0001066236,0.9929274,0.00008280329,0.0002074845,0.0003800541,0.00421879,0.000009489963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869136,0.0006376457,0.00340599,0.001969002,0.00003312585,0.0004322137,0.0004611927,0.00001692191,0.006130258],"genre_scores_gemma":[0.993324,0.001017295,0.001739869,0.0006871454,0.00001355381,0.0008002091,0.0001668164,0.00002510759,0.002226088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833346,"threshold_uncertainty_score":0.09695768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07053928983253126,"score_gpt":0.5066647273733402,"score_spread":0.436125437540809,"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."}}