{"id":"W3011288871","doi":"10.2196/16964","title":"Remote Monitoring Telemedicine (REMOTE) Platform for Patients With Anxiety Symptoms and Alcohol Use Disorder: Protocol for a Case-Control Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Usability; Wearable computer; Protocol (science); Telemedicine; Data collection; Applied psychology; Digital health; Wearable technology; mHealth; Mobile device; Mental health; Psychological intervention; Psychology; Medicine; Computer science; Health care; Human–computer interaction; Psychiatry; World Wide Web","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":[0.0188829,0.002837901,0.004767408,0.002402773,0.0028994,0.001620988,0.002411161,0.003863991,0.03518885],"category_scores_gemma":[0.01371385,0.001665575,0.00260912,0.00165267,0.002203086,0.00136875,0.001458837,0.002474568,0.005361363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886218,"about_ca_system_score_gemma":0.008317698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734014,"about_ca_topic_score_gemma":0.003159919,"domain_scores_codex":[0.9896684,0.005335661,0.001740259,0.001208421,0.001187828,0.000859507],"domain_scores_gemma":[0.992754,0.001574465,0.001266733,0.00126394,0.002414708,0.0007259932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3744788,0.1602435,0.03407894,0.06750374,0.003039634,0.008663176,0.005935119,0.007181391,0.02766373,0.0128807,0.06313015,0.2352011],"study_design_scores_gemma":[0.3063428,0.2550402,0.1141888,0.02317583,0.00295641,0.003667194,0.004925606,0.006214643,0.009905911,0.00777691,0.2648581,0.0009475702],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006317112,0.0003222638,0.003180234,0.0001132566,0.0001355486,0.9884375,0.0007129867,0.00002977233,0.0007513434],"genre_scores_gemma":[0.004313134,0.0001642334,0.00301604,0.0001082305,0.00004144534,0.9918384,0.0002107952,0.000003071744,0.0003047092],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03518885,"threshold_uncertainty_score":0.1177185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516353359124934,"score_gpt":0.5606956748790233,"score_spread":0.3090603389665299,"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."}}