{"id":"W3080195164","doi":"10.2196/20730","title":"Ease of Use of the Electroconvulsive Therapy App by Its Users: Cross-Sectional Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Computer-assisted web interviewing; General partnership; Service (business); Psychology; Psychiatry","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":[0.003660695,0.0002427007,0.0006327544,0.001723901,0.0006159387,0.001387661,0.0005340608,0.0008034758,0.002780078],"category_scores_gemma":[0.008653679,0.0005099789,0.0008015545,0.001263308,0.000474766,0.001789076,0.000954905,0.001138746,0.0008994318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909621,"about_ca_system_score_gemma":0.0005066214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318199,"about_ca_topic_score_gemma":0.003929012,"domain_scores_codex":[0.9980286,0.0004953443,0.0003849284,0.0002414769,0.0005858996,0.0002637937],"domain_scores_gemma":[0.9930559,0.002148201,0.002388789,0.0002223823,0.001511535,0.0006732562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008580007,0.0003794608,0.9878186,0.0002320633,0.00007537493,0.0001486337,0.005391085,0.00004284233,0.0002158372,0.00004519083,0.0006109414,0.004954217],"study_design_scores_gemma":[0.000009560279,0.0005660141,0.9859474,0.000120982,0.00003397974,0.0004510948,0.01130221,0.0002811637,0.0000721441,0.00003299141,0.001156833,0.00002560191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997972,0.0001893785,0.0001185698,0.0001181782,0.000007715881,0.0001640063,0.0006187964,0.000005142076,0.0008061842],"genre_scores_gemma":[0.997627,0.0003710492,0.0003815091,0.0002007475,0.00001129601,0.0003456618,0.0004483606,0.000006988746,0.0006074795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003660695,"threshold_uncertainty_score":0.01935983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253399005139258,"score_gpt":0.2966554898383738,"score_spread":0.2713155893244479,"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."}}